442 Publikationen
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988584An Enhanced Differential Grouping Method for Large-Scale Overlapping ProblemsPUB | DOI
Tian, Maojiang, An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988508EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary ComputationPUB | DOI
Huang, Beichen, EvoX: A Distributed GPU-Accelerated Framework for Scalable Evolutionary Computation. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988180Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator SelectionPUB | DOI | WoS
Ming, Fei, Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection. IEEE/CAA Journal of Automatica Sinica 11 (4). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986532Even Search in a Promising Region for Constrained Multi-Objective OptimizationPUB | DOI | WoS
Ming, Fei, Even Search in a Promising Region for Constrained Multi-Objective Optimization. IEEE/CAA Journal of Automatica Sinica 11 (2). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988376Diffusion Model-Based Multiobjective Optimization for Gasoline Blending SchedulingPUB | DOI
Fang, Wenxuan, Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling. IEEE Computational Intelligence Magazine 19 (2). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988289Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimizationPUB | DOI
Ming, Fei, Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimization. Swarm and Evolutionary Computation 87 (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988280Efficient adversarial training with multi-fidelity optimization for robust neural networkPUB | DOI
Wang, Zhaoxin, Efficient adversarial training with multi-fidelity optimization for robust neural network. Neurocomputing (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988267Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization ApproachPUB | DOI
Zhang, Wanting, Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization Approach. IEEE Transactions on Automation Science and Engineering (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982949Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open IssuesPUB | DOI | WoS
Li, Nan, Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues. ACM Computing Surveys 56 (2). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988102Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port TrucksPUB | DOI
Chen, Xinan, Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988103Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian ModelingPUB | DOI
Wu, Haofeng, Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2988030Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and DecompositionPUB | DOI
Pan, Linqiang, Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987810Model-Based Off-Policy Deep Reinforcement Learning With Model-EmbeddingPUB | DOI
Tan, Xiaoyu, Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987559An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problemsPUB | DOI
Liu, Shiqing, An edge-aware graph autoencoder trained on scale-imbalanced data for traveling salesman problems. Knowledge-Based Systems (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987549FL-OTCSEnc: Towards secure federated learning with deep compressed sensingPUB | DOI
Wu, Leming, FL-OTCSEnc: Towards secure federated learning with deep compressed sensing. Knowledge-Based Systems 291 (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987476Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process ManufacturingPUB | DOI
Qian, Feng, Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing. IEEE Transactions on Neural Networks and Learning Systems 35 (3). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987419A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition FunctionsPUB | DOI
Wu, Haofeng, A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987288IM-IAD: Industrial Image Anomaly Detection Benchmark in ManufacturingPUB | DOI
Xie, Guoyang, IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing. IEEE Transactions on Cybernetics (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987055An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT ServicesPUB | DOI
Yang, Zhen, An Energy-Efficient Convolution-Based Partitioned Collaborative Perception Algorithm for Large-Scale IoT Services. IEEE Transactions on Industrial Informatics (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987054Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph RepresentationPUB | DOI
Yue, Peng, Reinforcement Learning for Scalable Train Timetable Rescheduling With Graph Representation. IEEE Transactions on Intelligent Transportation Systems (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986971A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization ProblemsPUB | DOI
Luo, Jianping, A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986970Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective OptimizationPUB | DOI
Song, Zhenshou, Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986969A Surrogate-Assisted Differential Evolution with Knowledge Transfer for Expensive Incremental Optimization ProblemsPUB | DOI
Liu, Yuanchao, A Surrogate-Assisted Differential Evolution with Knowledge Transfer for Expensive Incremental Optimization Problems. IEEE Transactions on Evolutionary Computation (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986078Deep Industrial Image Anomaly Detection: A SurveyPUB | PDF | DOI | WoS
Liu, Jiaqi, Deep Industrial Image Anomaly Detection: A Survey. Machine Intelligence Research 21 (1). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986574An attentive Copula-based spatio-temporal graph model for multivariate time-series forecastingPUB | DOI
Qiu, Xihe, An attentive Copula-based spatio-temporal graph model for multivariate time-series forecasting. Applied Soft Computing (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2986443Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil SchedulingPUB | DOI
Zhang, Wanting, Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985956CIS-ing in an Uncertain World [President's Message]PUB | DOI
Jin, Yaochu, CIS-ing in an Uncertain World [President's Message]. IEEE Computational Intelligence Magazine 19 (1). , 2024 -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983805Cross-modality Neuroimage Synthesis: A SurveyPUB | DOI | WoS
Xie, Guoyang, Cross-modality Neuroimage Synthesis: A Survey. ACM Computing Surveys 56 (3). , 2024 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983299Surrogate-Assisted Evolutionary -Learning for Black-Box Dynamic Time-Linkage Optimization ProblemsPUB | DOI | WoS
Zhang, Tuo, Surrogate-Assisted Evolutionary -Learning for Black-Box Dynamic Time-Linkage Optimization Problems. IEEE Transactions on Evolutionary Computation 27 (5). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979758Multi-task evolutionary optimization of multi-echelon location routing problems via a hierarchical fuzzy graphPUB | PDF | DOI | WoS
Yan, Xueming, Multi-task evolutionary optimization of multi-echelon location routing problems via a hierarchical fuzzy graph. Complex & Intelligent Systems 9 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980780Tiny adversarial multi-objective one-shot neural architecture searchPUB | PDF | DOI | Download (ext.) | WoS
Xie, Guoyang, Tiny adversarial multi-objective one-shot neural architecture search. Complex & Intelligent Systems 9 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983718Lightweight Structure-aware Transformer Network for Remote Sensing Image Change DetectionPUB | DOI | WoS
Lei, Tao, Lightweight Structure-aware Transformer Network for Remote Sensing Image Change Detection. IEEE Geoscience and Remote Sensing Letters (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982935A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutationPUB | DOI | WoS
Zhang, Xi, A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutation. Neurocomputing (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985552Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimizationPUB | DOI | WoS
Li, Fei, Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimization. Applied Soft Computing (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985124A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic OptimizationPUB | DOI | WoS | PubMed | Europe PMC
Yang, Cuie, A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization. Evolutionary Computation 31 (4). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983502A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization AlgorithmPUB | DOI | WoS
Liu, Qiqi, A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985405Tree-shaped multiobjective evolutionary CNN for hyperspectral image classificationPUB | DOI
Zhang, Mengxuan, Tree-shaped multiobjective evolutionary CNN for hyperspectral image classification. Applied Soft Computing (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983757Surrogate-Assisted Many-Objective Optimization of Building Energy ManagementPUB | DOI | WoS
Liu, Qiqi, Surrogate-Assisted Many-Objective Optimization of Building Energy Management. IEEE Computational Intelligence Magazine 18 (4). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2985020Secure Federated Evolutionary Optimization—A SurveyPUB | DOI
Liu, Qiqi, Secure Federated Evolutionary Optimization—A Survey. Engineering (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983244Triple Change Detection Network via Joint Multi-frequency and Full-scale Swin-Transformer for Remote Sensing ImagesPUB | DOI | WoS
Xue, Dinghua, Triple Change Detection Network via Joint Multi-frequency and Full-scale Swin-Transformer for Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984612A comprehensive survey of robust deep learning in computer visionPUB | PDF | DOI | Download (ext.)
Liu, Jia, A comprehensive survey of robust deep learning in computer vision. Journal of Automation and Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984426Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning FrameworkPUB | DOI
Yang, Shuangming, Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984065Recent Advances in Bayesian OptimizationPUB | DOI | WoS
Wang, Xilu, Recent Advances in Bayesian Optimization. ACM Computing Surveys 55 (13S). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982971An adaptive n-gram transformer for multi-scale scene text recognitionPUB | DOI | WoS
Yan, Xueming, An adaptive n-gram transformer for multi-scale scene text recognition. Knowledge-Based Systems (). , 2023 -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2983916Adversarial Training of Deep Neural Networks Guided by Texture and Structural InformationPUB | DOI
Wang, Zhaoxin, Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information. Proceedings of the 31st ACM International Conference on Multimedia (). New York, NY, USA, 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983734Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimizationPUB | DOI | WoS
Zhang, Yajie, Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization. Information Sciences 648 (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983444Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization ProblemsPUB | DOI | WoS | PubMed | Europe PMC
Jiang, Hao, Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems. IEEE Transactions on Cybernetics (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981615Optimized compressed sensing for communication efficient federated learningPUB | DOI | Download (ext.) | WoS
Wu, Leming, Optimized compressed sensing for communication efficient federated learning. Knowledge-Based Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983378Privacy-Preserving Federated Bayesian Optimization with Learnable NoisePUB | DOI
Liu, Qiqi, Privacy-Preserving Federated Bayesian Optimization with Learnable Noise. Information Sciences (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2983166Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer LearningPUB | DOI | WoS
Li, Huiting, Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983214Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multi-Objective OptimizationPUB | DOI
Si, Langchun, Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982658Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous ObjectivesPUB | DOI | Download (ext.) | WoS
Wang, Xilu, Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous Objectives. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983126Guest Editorial: Special Issue on Security and Privacy in Machine LearningPUB | DOI
Luo, Wenjian, Guest Editorial: Special Issue on Security and Privacy in Machine Learning. IEEE Transactions on Artificial Intelligence 4 (5). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2983127PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed LabelsPUB | DOI
Zhu, Hangyu, PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed Labels. IEEE Transactions on Artificial Intelligence 4 (5). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982907Pareto-Wise Ranking Classifier for Multi-Objective Evolutionary Neural Architecture SearchPUB | DOI
Ma, Lianbo, Pareto-Wise Ranking Classifier for Multi-Objective Evolutionary Neural Architecture Search. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982782Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text ClassificationPUB | DOI | WoS
Yan, Xueming, Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980810An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockagePUB | DOI | Download (ext.) | WoS
Wang, Rongsheng, An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockage. Applied Soft Computing 145 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979431Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial ApplicationsPUB | DOI | WoS
Liu, Qiang, Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial Applications. IEEE Transactions on Industrial Informatics 19 (6). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2982416Fedlabx: a practical and privacy-preserving framework for federated learningPUB | DOI | WoS
Yan, Yuping, Fedlabx: a practical and privacy-preserving framework for federated learning. Complex & Intelligent Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981362Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service AllocationPUB | DOI | Download (ext.) | WoS
Ma, Lianbo, Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service Allocation. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981804A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage MeasurementPUB | DOI | Download (ext.) | WoS
Li, Hongbin, A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978326A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective OptimizationPUB | DOI | Download (ext.) | WoS
Qin, Shufen, A Performance Indicator Based Infill Criterion for Expensive Multi-/Many-objective Optimization. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982281Reinforcement Learning for Online Dispatching Policy in Real-Time Train Timetable ReschedulingPUB | DOI
Yue, Peng, Reinforcement Learning for Online Dispatching Policy in Real-Time Train Timetable Rescheduling. IEEE Transactions on Intelligent Transportation Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2982169Robust Optimization Over Time: A Critical ReviewPUB | DOI | Download (ext.)
Yazdani, Danial, Robust Optimization Over Time: A Critical Review. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981956Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architecturesPUB | DOI | WoS
Liu, Jia, Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures. Neurocomputing 550 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981136A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization ProblemPUB | DOI | Download (ext.) | WoS
Wang, Shuai, A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem. IEEE Computational Intelligence Magazine 18 (3). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979584Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy EnvironmentsPUB | DOI | Download (ext.) | WoS
Wu, Yapei, Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments. IEEE Transactions on Evolutionary Computation 27 (3). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980955Automated pattern generation for swarm robots using constrained multi-objective genetic programmingPUB | DOI | WoS
Fan, Zhun, Automated pattern generation for swarm robots using constrained multi-objective genetic programming. Swarm and Evolutionary Computation 81 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980536FedMed-GAN: Federated domain translation on unsupervised cross- modality brain image synthesisPUB | DOI | WoS
Wang, Jinbao, FedMed-GAN: Federated domain translation on unsupervised cross- modality brain image synthesis. Neurocomputing 546 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979947A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained OptimizationPUB | DOI | Download (ext.) | WoS
Song, Zhenshou, A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979307DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving TargetPUB | DOI | WoS | PubMed | Europe PMC
Guo, Hongliang, DRL-Searcher: A Unified Approach to Multirobot Efficient Search for a Moving Target. IEEE Transactions on Neural Networks and Learning Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Im Druck | PUB-ID: 2978720Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking DendritesPUB | DOI | Download (ext.) | WoS
Yang, Shuangming, Spike-Driven Multi-Scale Learning with Hybrid Mechanisms of Spiking Dendrites. Neurocomputing (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979725An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimizationPUB | DOI | WoS
Zhang, Xi, An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimization. NEUROCOMPUTING 538 (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978320Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimizationPUB | DOI | Download (ext.) | WoS
Zhang, Xi, Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization. Information Sciences 636 (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978768A Generic Self-Supervised Framework of Learning Invariant Discriminative FeaturesPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Ntelemis, Foivos, A Generic Self-Supervised Framework of Learning Invariant Discriminative Features. IEEE Transactions on Neural Networks and Learning Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2979669Federated Many-Task Bayesian OptimizationPUB | DOI | Download (ext.)
Zhu, Hangyu, Federated Many-Task Bayesian Optimization. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978681DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path ProblemsPUB | DOI | Download (ext.) | WoS
Guo, Hongliang, DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems. IEEE Intelligent Transportation Systems Magazine (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978322A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive SystemPUB | DOI | Download (ext.) | WoS
Yang, Zhen, A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System. IEEE Internet of Things Journal 10 (7). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978328Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing ImagesPUB | PDF | DOI | Download (ext.) | WoS
Lei, Tao, Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 61 (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978321Personalized Bayesian optimization for noisy problemsPUB | DOI | Download (ext.) | WoS
Wang, Xilu, Personalized Bayesian optimization for noisy problems. Complex & Intelligent Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978327Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance AssessmentPUB | DOI | Download (ext.)
Lu, Zhichao, Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978382Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation ClassificationPUB | DOI | Download (ext.)
Xiao, Yan, Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification. IEEE Transactions on Neural Networks and Learning Systems 34 (3). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978348An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problemsPUB | PDF | DOI | Download (ext.)
Chen, Meirong, An environment-driven hybrid evolutionary algorithm for dynamic multi-objective optimization problems. Complex & Intelligent Systems 9 (1). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978325A Multi-agent Cooperative Learning System with Evolution of Social RolesPUB | DOI | Download (ext.)
Hou, Yaqing, A Multi-agent Cooperative Learning System with Evolution of Social Roles. IEEE Transactions on Evolutionary Computation (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978323Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary AlgorithmPUB | DOI | Download (ext.)
Tian, Ye, Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm. IEEE Transactions on Artificial Intelligence 4 (2). , 2023 -
2023 | Konferenzbeitrag | PUB-ID: 2978670Federated Bayesian for privacy-preserving neural architecture searchPUB
Liu, Shiqing, Federated Bayesian for privacy-preserving neural architecture search. (). , 2023 -
2023 | Konferenzbeitrag | PUB-ID: 2978333EMT-NAS: Transferring architectural knowledge between tasks from different datasetsPUB
Liao, Peng, EMT-NAS: Transferring architectural knowledge between tasks from different datasets. (). , 2023 -
2023 | Konferenzbeitrag | PUB-ID: 2978539Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: GraphcorePUB
Xie, Guoyang, Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore. (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969870Evolutionary multiobjective optimization via efficient sampling-based offspring generationPUB | DOI | WoS
He, Cheng, Evolutionary multiobjective optimization via efficient sampling-based offspring generation. Complex & Intelligent Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969872Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for MetaheuristicsPUB | DOI | WoS
Tian, Ye, Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics. Chinese Journal of Electronics 32 (1). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2968288Knowledge Transfer Based on Particle Filters for Multi-Objective OptimizationPUB | PDF | DOI | WoS
Wang, Xilu, Knowledge Transfer Based on Particle Filters for Multi-Objective Optimization. Mathematical and Computational Applications 28 (1). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969532A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained OptimizationPUB | DOI | WoS
Liu, Yuanchao, A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969525Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary AlgorithmPUB | DOI | WoS
Wang, Shuai, Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2969196Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary AlgorithmPUB | DOI | WoS
Yang, Shangshang, Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2968520A practical tutorial on solving optimization problems via PlatEMOPUB | DOI | WoS
Tian, Ye, A practical tutorial on solving optimization problems via PlatEMO. Neurocomputing 518 (). , 2023 -
2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968517Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State MachinesPUB | DOI | WoS
Zhou, Yan, Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2023 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978353Large-scale Multiobjective Optimization via Reformulated Decision Variable AnalysisPUB | DOI | Download (ext.) | WoS
He, Cheng, Large-scale Multiobjective Optimization via Reformulated Decision Variable Analysis. IEEE Transactions on Evolutionary Computation (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978346A Decomposition Method for Both Additively and Non-additively Separable ProblemsPUB | DOI | Download (ext.) | WoS
Chen, Minyang, A Decomposition Method for Both Additively and Non-additively Separable Problems. IEEE Transactions on Evolutionary Computation (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978355Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive OptimizationPUB | DOI | Download (ext.) | WoS
Gu, Haoran, Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search for Large-Scale Expensive Optimization. IEEE Transactions on Evolutionary Computation (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978332Computational Modeling of Structural Synaptic Plasticity in Echo State NetworksPUB | DOI | Download (ext.)
Wang, Xinjie, Computational Modeling of Structural Synaptic Plasticity in Echo State Networks. IEEE Transactions on Cybernetics 52 (10). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978334A Gradient-Guided Evolutionary Approach to Training Deep Neural NetworksPUB | DOI | Download (ext.)
Yang, Shangshang, A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks. IEEE Transactions on Neural Networks and Learning Systems 33 (9). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978335Action Command Encoding for Surrogate-Assisted Neural Architecture SearchPUB | DOI | Download (ext.)
Tian, Ye, Action Command Encoding for Surrogate-Assisted Neural Architecture Search. IEEE Transactions on Cognitive and Developmental Systems 14 (3). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978336Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective OptimizationPUB | DOI | Download (ext.)
Tian, Ye, Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization. IEEE Transactions on Cybernetics 52 (9). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978338Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive OptimizationPUB | DOI | Download (ext.)
Liu, Yuanchao, Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (7). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978339A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing ProblemsPUB | DOI | Download (ext.)
Xiang, Xiaoshu, A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems. IEEE Transactions on Intelligent Transportation Systems 23 (6). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978340A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective OptimizationPUB | DOI | Download (ext.)
Liu, Jianchang, A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (5). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978331An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective OptimizationPUB | DOI | Download (ext.)
Wang, Xiangyu, An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization. IEEE Transactions on Evolutionary Computation 26 (5). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978330Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion DiagnosisPUB | DOI | Download (ext.)
Wang, Sutong, Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis. IEEE Transactions on Cybernetics 52 (12). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978329Image Clustering Using an Augmented Generative Adversarial Network and Information MaximizationPUB | DOI | Download (ext.)
Ntelemis, Foivos, Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization. IEEE Transactions on Neural Networks and Learning Systems 33 (12). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978337A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian, Ye, A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Transactions on Cybernetics 52 (7). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978341An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular ProblemsPUB | DOI | Download (ext.)
Liu, Qiqi, An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. IEEE Transactions on Cybernetics 52 (5). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978342Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural NetworkPUB | DOI | Download (ext.)
Guo, Dan, Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (4). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978343Real-Time Federated Evolutionary Neural Architecture SearchPUB | DOI | Download (ext.)
Zhu, Hangyu, Real-Time Federated Evolutionary Neural Architecture Search. IEEE Transactions on Evolutionary Computation 26 (2). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978344Ternary Compression for Communication-Efficient Federated LearningPUB | DOI | Download (ext.)
Xu, Jinjin, Ternary Compression for Communication-Efficient Federated Learning. IEEE Transactions on Neural Networks and Learning Systems 33 (3). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978345Searching for Robustness Intervals in Evolutionary Robust OptimizationPUB | DOI | Download (ext.)
Du, Wei, Searching for Robustness Intervals in Evolutionary Robust Optimization. IEEE Transactions on Evolutionary Computation 26 (1). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978347A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimizationPUB | DOI | Download (ext.)
Qi, Sheng, A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization. Information Sciences 609 (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978351FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized LabelsPUB | DOI | Download (ext.)
Wang, Rui, FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels. IEEE Transactions on Big Data (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2978349Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State NetworksPUB | DOI | Download (ext.)
Wang, Xinjie, Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks. IEEE Transactions on Neural Networks and Learning Systems (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978350Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement LearningPUB | DOI | Download (ext.)
Wang, Tonghao, Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning. Memetic Computing 14 (1). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978352Fault-tolerant adaptive tracking control of Euler-Lagrange systems – An echo state network approach driven by reinforcement learningPUB | DOI | Download (ext.)
Chen, Qing, Fault-tolerant adaptive tracking control of Euler-Lagrange systems – An echo state network approach driven by reinforcement learning. Neurocomputing 484 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978354Non-linear and multi-domain modelling of a permanent magnet linear synchronous machine for free piston engine generatorsPUB | PDF | DOI | Download (ext.)
Brosnan, Patrick, Non-linear and multi-domain modelling of a permanent magnet linear synchronous machine for free piston engine generators. Energy Conversion and Management: X 14 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978385Evolutionary Large-Scale Multi-Objective Optimization: A SurveyPUB | DOI | Download (ext.)
Tian, Ye, Evolutionary Large-Scale Multi-Objective Optimization: A Survey. ACM Computing Surveys 54 (8). , 2022 -
2022 | Konferenzbeitrag | PUB-ID: 2978672FedMed-ATL: Misaligned unpaired brain image synthesis via affine transform lossPUB
Xie, Guoyang, FedMed-ATL: Misaligned unpaired brain image synthesis via affine transform loss. (). , 2022 -
2022 | Konferenzbeitrag | PUB-ID: 2978671Rethinking individual global max in cooperative multi-agent reinforcement learningPUB
Hong, Yitian, Rethinking individual global max in cooperative multi-agent reinforcement learning. (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967873A Survey on Knee-Oriented Multiobjective Evolutionary OptimizationPUB | DOI | WoS
Yu, Guo, A Survey on Knee-Oriented Multiobjective Evolutionary Optimization. IEEE Transactions on Evolutionary Computation 26 (6). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967881A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy PlanningPUB | DOI | WoS
Tian, Ye, A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning. IEEE Transactions on Evolutionary Computation 26 (6). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2967882A benchmark generator for online dynamic single-objective and multi-objective optimization problemsPUB | DOI | WoS
Xiang, Xiaoshu, A benchmark generator for online dynamic single-objective and multi-objective optimization problems. Information Sciences 613 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966986A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimizationPUB | DOI | WoS
Li, Lianghao, A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization. Swarm and Evolutionary Computation 75 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966974A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settingsPUB | DOI | WoS
Chen, Shaotao, A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings. Information Sciences 611 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966360Evolutionary Search for Complete Neural Network Architectures With Partial Weight SharingPUB | DOI | WoS
Zhang, Haoyu, Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing. IEEE Transactions on Evolutionary Computation (T-EVC) 26 (5). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2966363Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective OptimizationPUB | DOI | WoS
Tian, Ye, Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization. IEEE/CAA Journal of Automatica Sinica 9 (10). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964655Local Model-Based Pareto Front Estimation for Multiobjective OptimizationPUB | DOI | WoS
Tian, Ye, Local Model-Based Pareto Front Estimation for Multiobjective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964652Deep learning based brain tumor segmentation: a surveyPUB | DOI | WoS
Liu, Zhihua, Deep learning based brain tumor segmentation: a survey. Complex & Intelligent Systems (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2964649Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective OptimizationPUB | DOI | WoS
Liu, Qiqi, Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964349Information maximization clustering via multi-view self-labellingPUB | DOI | WoS
Ntelemis, Foivos, Information maximization clustering via multi-view self-labelling. Knowledge-Based Systems 250 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964066A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective OptimizationPUB | DOI | WoS
Wang, Xiangyu, A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization. Swarm and Evolutionary Computation 71 (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963829Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary OptimizationPUB | DOI | WoS | PubMed | Europe PMC
Liu, Zhening, Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization. IEEE Transactions on Cybernetics (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963471A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimizationPUB | DOI | WoS
Han, Dong, A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization. Information Sciences 597 (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2963475Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable GroupingPUB | DOI | WoS | PubMed | Europe PMC
Bai, Hui, Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping. IEEE Transactions on Cybernetics (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963022Surrogate-assisted evolutionary optimization of expensive many-objective irregular problemsPUB | DOI | WoS
Liu, Qiqi, Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. Knowledge-Based Systems 240 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2963021A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision supportPUB | DOI | WoS
Qiu, Xihe, A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support. Knowledge-Based Systems 237 (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962699Sparse-attentive meta temporal point process for clinical decision supportPUB | DOI | WoS
Ru, Yajun, Sparse-attentive meta temporal point process for clinical decision support. Neurocomputing 485 (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2962704Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective OptimizationPUB | DOI | WoS
Liu, Qiqi, Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Systems (). , 2022 -
2022 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2961885Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective OptimizationPUB | DOI | WoS
Tian, Ye, Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959765Hybrid attention-based transformer block model for distant supervision relation extractionPUB | DOI | WoS
Xiao, Yan, Hybrid attention-based transformer block model for distant supervision relation extraction. Neurocomputing 470 (). , 2022 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978359An interpretable deep neural network for colorectal polyp diagnosis under colonoscopyPUB | DOI | Download (ext.)
Wang, Sutong, An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy. Knowledge-Based Systems 234 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978360Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape FormationPUB | DOI | Download (ext.)
Shirazi, Ataollah Ramezan, Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation. IEEE Transactions on Cognitive and Developmental Systems 13 (4). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978361Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation timesPUB | DOI | Download (ext.)
Wang, Xilu, Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times. Knowledge-Based Systems 227 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959044Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation TimesPUB | DOI | WoS | PubMed | Europe PMC
Wang, Xilu, Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times. Evolutionary computation 30 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978363A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part BPUB | DOI | Download (ext.)
Yazdani, Danial, A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part B. IEEE Transactions on Evolutionary Computation 25 (4). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978362A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part APUB | DOI | Download (ext.)
Yazdani, Danial, A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades - Part A. IEEE Transactions on Evolutionary Computation 25 (4). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978364Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process ManufacturingPUB | DOI | Download (ext.)
Qian, Feng, Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing. IEEE Transactions on Neural Networks and Learning Systems 32 (8). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978365Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed SamplingPUB | DOI | Download (ext.)
Qin, Shufen, Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling. IEEE Transactions on Evolutionary Computation 25 (4). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978366A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness OptimizationPUB | DOI | Download (ext.)
Wang, Shuai, A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization. IEEE Transactions on Evolutionary Computation 25 (3). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978370Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural NetworksPUB | DOI | Download (ext.)
Tian, Ye, Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks. IEEE Transactions on Cybernetics 51 (6). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978371Solving Many-Objective Optimization Problems via Multistage Evolutionary SearchPUB | DOI
Chen, Huangke, Solving Many-Objective Optimization Problems via Multistage Evolutionary Search. IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (6). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978372From federated learning to federated neural architecture search: a surveyPUB | DOI | Download (ext.)
Zhu, Hangyu, From federated learning to federated neural architecture search: a survey. Complex & Intelligent Systems 7 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978373Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node InheritancePUB | DOI
Zhang, Haoyu, Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance. IEEE Transactions on Evolutionary Computation 25 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978374A Coevolutionary Framework for Constrained Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian, Ye, A Coevolutionary Framework for Constrained Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation 25 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978357A federated data-driven evolutionary algorithmPUB | DOI
Xu, Jinjin, A federated data-driven evolutionary algorithm. Knowledge-Based Systems 233 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978358A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimizationPUB | DOI
Xu, Jinjin, A federated data-driven evolutionary algorithm for expensive multi-/many-objective optimization. Complex & Intelligent Systems 7 (6). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978356A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective OptimizationPUB | DOI
Song, Zhenshou, A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 25 (6). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978375A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance RelationshipsPUB | DOI
Yu, Guo, A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships. IEEE Transactions on Evolutionary Computation 25 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978376A Survey of Deep Learning Applications to Autonomous Vehicle ControlPUB | DOI
Kuutti, Sampo, A Survey of Deep Learning Applications to Autonomous Vehicle Control. IEEE Transactions on Intelligent Transportation Systems 22 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978377Finding Influential Nodes in Multiplex Networks Using a Memetic AlgorithmPUB | DOI
Wang, Shuai, Finding Influential Nodes in Multiplex Networks Using a Memetic Algorithm. IEEE Transactions on Cybernetics 51 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978378Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple ScenariosPUB | DOI
Wang, Handing, Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios. IEEE Computational Intelligence Magazine 16 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978379A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space DecompositionPUB | DOI
Liu, Ruochen, A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition. Evolutionary Computation 29 (4). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978380A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto FrontsPUB | DOI
Hua, Yicun, A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts. IEEE/CAA Journal of Automatica Sinica 8 (2). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978381A fast constrained state transition algorithmPUB | DOI
Zhou, Xiaojun, A fast constrained state transition algorithm. Neurocomputing 455 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978383Artificial intelligence in recommender systemsPUB | DOI
Zhang, Qian, Artificial intelligence in recommender systems. Complex & Intelligent Systems 7 (1). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978384Distributed additive encryption and quantization for privacy preserving federated deep learningPUB | DOI
Zhu, Hangyu, Distributed additive encryption and quantization for privacy preserving federated deep learning. Neurocomputing 463 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978386Federated learning on non-IID data: A surveyPUB | DOI
Zhu, Hangyu, Federated learning on non-IID data: A survey. Neurocomputing 465 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978387Multi-objective search of robust neural architectures against multiple types of adversarial attacksPUB | DOI
Liu, Jia, Multi-objective search of robust neural architectures against multiple types of adversarial attacks. Neurocomputing 453 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978388Non-dominated sorting on performance indicators for evolutionary many-objective optimizationPUB | DOI
Wang, Hao, Non-dominated sorting on performance indicators for evolutionary many-objective optimization. Information Sciences 551 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978389Offline data-driven evolutionary optimization based on tri-trainingPUB | DOI
Huang, Pengfei, Offline data-driven evolutionary optimization based on tri-training. Swarm and Evolutionary Computation 60 (). , 2021 -
2021 | Kurzbeitrag Konferenz / Poster | Veröffentlicht | PUB-ID: 2978390Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compressionPUB | DOI
Xu, Jiacheng, Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. 2021 Data Compression Conference (DCC) (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978391Synergies between synaptic and intrinsic plasticity in echo state networksPUB | DOI
Wang, Xinjie, Synergies between synaptic and intrinsic plasticity in echo state networks. Neurocomputing 432 (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978392Systematic evaluation of machine learning methods for identifying human–pathogen protein–protein interactionsPUB | DOI | Download (ext.)
Chen, Huaming, Systematic evaluation of machine learning methods for identifying human–pathogen protein–protein interactions. Briefings in Bioinformatics 22 (3). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978367A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian, Ye, A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation 25 (3). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978368Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)PUB | DOI | Download (ext.)
He, Cheng, Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs). IEEE Transactions on Cybernetics 51 (6). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978369Paired Offspring Generation for Constrained Large-Scale Multiobjective OptimizationPUB | DOI | Download (ext.)
He, Cheng, Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization. IEEE Transactions on Evolutionary Computation 25 (3). , 2021 -
2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960436Solution Set Augmentation for Knee Identification in Multiobjective Decision AnalysisPUB | DOI | WoS | PubMed | Europe PMC
Yu, Guo, Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis. IEEE Transactions on Cybernetics (). , 2021 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978401Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy SystemsPUB | DOI
Jin, Yaochu, Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems. IEEE Transactions on Fuzzy Systems 28 (6). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978393Multiple-Solution Optimization Strategy for Multirobot Task AllocationPUB | DOI | Download (ext.)
Huang, Li, Multiple-Solution Optimization Strategy for Multirobot Task Allocation. IEEE Transactions on Systems, Man, and Cybernetics: Systems 50 (11). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978394Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted AggregationPUB | DOI | Download (ext.)
Chen, Yang, Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation. IEEE Transactions on Neural Networks and Learning Systems 31 (10). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978395Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State MachinesPUB | DOI | Download (ext.)
Zhou, Yan, Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines. Neurocomputing 406 (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978397Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm OptimizerPUB | DOI | Download (ext.)
Tian, Ye, Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer. IEEE Transactions on Cybernetics 50 (8). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978396Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective OptimizationPUB | DOI | Download (ext.)
Yu, Guo, Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization. IEEE Transactions on Cybernetics 50 (8). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978398Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph EmbeddingPUB | DOI | Download (ext.)
Wang, Shuai, Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding. IEEE Transactions on Evolutionary Computation 24 (4). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978399Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithmPUB | DOI | Download (ext.)
Wang, Handing, Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm. Applied Soft Computing 92 (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978402An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimizationPUB | DOI | Download (ext.)
Wang, Xilu, An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization. Information Sciences 519 (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978404Evolving Local Plasticity Rules for Synergistic Learning in Echo State NetworksPUB | DOI | Download (ext.)
Wang, Xinjie, Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks. IEEE Transactions on Neural Networks and Learning Systems 31 (4). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978405Multi-Objective Evolutionary Federated LearningPUB | DOI | Download (ext.)
Zhu, Hangyu, Multi-Objective Evolutionary Federated Learning. IEEE Transactions on Neural Networks and Learning Systems 31 (4). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978406Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance PredictorPUB | DOI | Download (ext.)
Sun, Yanan, Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. IEEE Transactions on Evolutionary Computation 24 (2). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978407Guiding Evolutionary Multiobjective Optimization With Generic Front ModelingPUB | DOI | Download (ext.)
Tian, Ye, Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling. IEEE Transactions on Cybernetics 50 (3). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978408A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex NetworksPUB | DOI | Download (ext.)
Zhang, Xingyi, A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks. IEEE Transactions on Cybernetics 50 (2). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978410An improved random forest-based rule extraction method for breast cancer diagnosisPUB | DOI
Wang, Sutong, An improved random forest-based rule extraction method for breast cancer diagnosis. Applied Soft Computing 86 (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978411Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT ServicePUB | DOI | Download (ext.)
Yang, Zhen, Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service. IEEE Transactions on Cybernetics 50 (1). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978412A Gated Recurrent Unit based Echo State NetworkPUB | DOI | Download (ext.)
Wang, Xinjie, A Gated Recurrent Unit based Echo State Network. 2020 International Joint Conference on Neural Networks (IJCNN) (). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978413EEG feature learning with Intrinsic Plasticity based Deep Echo State NetworkPUB | DOI | Download (ext.)
Fourati, Rahma, EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. 2020 International Joint Conference on Neural Networks (IJCNN) (). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978414Evaluating Automatically Generated YARA Rules and Enhancing Their EffectivenessPUB | DOI | Download (ext.)
Naik, Nitin, Evaluating Automatically Generated YARA Rules and Enhancing Their Effectiveness. 2020 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978415HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions PredictionPUB | DOI | Download (ext.)
Chen, Huaming, HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 2020 International Joint Conference on Neural Networks (IJCNN) (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978416Multi-surrogate multi-tasking optimization of expensive problemsPUB | DOI | Download (ext.)
Liao, Peng, Multi-surrogate multi-tasking optimization of expensive problems. Knowledge-Based Systems 205 (). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978417Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary AlgorithmPUB | DOI | Download (ext.)
Wang, Shuai, Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm. IEEE Computational Intelligence Magazine 15 (2). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978418Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation timesPUB | DOI | Download (ext.)
Wang, Xilu, Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times. Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO '20) (). New York, NY, 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978409A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma SystemsPUB | DOI
Wang, Handing, A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems. IEEE Transactions on Cybernetics 50 (2). , 2020 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978403An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Tian, Ye, An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Transactions on Evolutionary Computation 24 (2). , 2020 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978420Multidirectional Prediction Approach for Dynamic Multiobjective Optimization ProblemsPUB | DOI | Download (ext.)
Rong, Miao, Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems. IEEE Transactions on Cybernetics 49 (9). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978419Accelerating Large-Scale Multiobjective Optimization via Problem ReformulationPUB | DOI | Download (ext.)
He, Cheng, Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation. IEEE Transactions on Evolutionary Computation 23 (6). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978421Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale OptimizationPUB | DOI | Download (ext.)
Peng, Xingguang, Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization. IEEE Transactions on Cybernetics 49 (9). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978422A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto FrontsPUB | DOI | Download (ext.)
Hua, Yicun, A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts. IEEE Transactions on Cybernetics 49 (7). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978423An adaptive decomposition-based evolutionary algorithm for many-objective optimizationPUB | DOI | Download (ext.)
Han, Dong, An adaptive decomposition-based evolutionary algorithm for many-objective optimization. Information Sciences 491 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978424Echo state networks regulated by local intrinsic plasticity rules for regressionPUB | DOI | Download (ext.)
Wang, Xinjie, Echo state networks regulated by local intrinsic plasticity rules for regression. Neurocomputing 351 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978425Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation ProcessesPUB | DOI | Download (ext.)
Yang, Cuie, Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes. IEEE Transactions on Automation Science and Engineering 16 (3). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978427Stacking-based ensemble learning of decision trees for interpretable prostate cancer detectionPUB | DOI | Download (ext.)
Wang, Yuyan, Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection. Applied Soft Computing 77 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978426Guest Editorial: Special Issue on Computational Intelligence in Data-Driven OptimizationPUB | DOI
Sun, Chaoli, Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization. IEEE Transactions on Emerging Topics in Computational Intelligence 3 (2). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978428Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Guo, Dan, Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems. IEEE Transactions on Cybernetics 49 (3). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978429A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportationPUB | DOI | Download (ext.)
Fan, Qinqin, A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation. Swarm and Evolutionary Computation 44 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978430A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival predictionPUB | DOI | Download (ext.)
Wang, Yuyan, A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction. Information Sciences 474 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978431Particle swarm optimization for network-based data classificationPUB | DOI | Download (ext.)
Carneiro, Murillo G., Particle swarm optimization for network-based data classification. Neural Networks 110 (). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978433Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine BreakdownsPUB | DOI | Download (ext.)
Han, Yuyan, Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns. IEEE Transactions on Cybernetics 49 (1). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978434High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification ApproachPUB | DOI | Download (ext.)
Du, Wei, High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach. IEEE Transactions on Industrial Informatics 15 (1). , 2019 -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978436Evolutionary Optimization of Liquid State Machines for Robust LearningPUB | DOI | Download (ext.)
Zhou, Yan, Evolutionary Optimization of Liquid State Machines for Robust Learning. Advances in Neural Networks – ISNN 2019. 16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10–12, 2019, Proceedings, Part I 11554 (). Cham, 2019 -
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978437Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic DesignPUB | DOI | Download (ext.)
Andrés-Pérez, Esther, Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design. Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems 49 (). Cham, 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978448A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things ServicesPUB | DOI | Download (ext.)
Yang, Zhen, A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services. IEEE Transactions on Evolutionary Computation 23 (4). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978451A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective OptimizationPUB | DOI | Download (ext.)
Tian, Ye, A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 23 (2). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978455Data-Driven Evolutionary Optimization: An Overview and Case StudiesPUB | DOI | Download (ext.)
Jin, Yaochu, Data-Driven Evolutionary Optimization: An Overview and Case Studies. IEEE Transactions on Evolutionary Computation 23 (3). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978463Offline Data-Driven Evolutionary Optimization Using Selective Surrogate EnsemblesPUB | DOI | Download (ext.)
Wang, Handing, Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles. IEEE Transactions on Evolutionary Computation 23 (2). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978479A hybrid instance-intensive workflow scheduling method in private cloud environmentPUB | DOI | Download (ext.)
Ye, Xin, A hybrid instance-intensive workflow scheduling method in private cloud environment. Natural Computing 18 (4). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978482A proactive scheduling approach to steel rolling process with stochastic machine breakdownPUB | DOI | Download (ext.)
Wang, Du-Juan, A proactive scheduling approach to steel rolling process with stochastic machine breakdown. Natural Computing 18 (4). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978495Generalized Multitasking for Evolutionary Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Ding, Jinliang, Generalized Multitasking for Evolutionary Optimization of Expensive Problems. IEEE Transactions on Evolutionary Computation 23 (1). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978503A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching processPUB | DOI | Download (ext.)
Guo, Fan, A dynamic SVR–ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process. Natural Computing 18 (4). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978449A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective OptimizationPUB | DOI
Pan, Linqiang, A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 23 (1). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978461Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Tian, Jie, Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems. IEEE Transactions on Evolutionary Computation 23 (3). , 2019 -
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978432A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimizationPUB | DOI | Download (ext.)
Jiao, Ruwang, A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization. Information Sciences 471 (). , 2019 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978435Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral ProcessingPUB | DOI | Download (ext.)
Ding, Jinliang, Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing. IEEE Transactions on Emerging Topics in Computational Intelligence (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978438A Generic Test Suite for Evolutionary Multifidelity OptimizationPUB | DOI | Download (ext.)
Wang, Handing, A Generic Test Suite for Evolutionary Multifidelity Optimization. IEEE Transactions on Evolutionary Computation 22 (6). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978439An improved support vector machine-based diabetic readmission predictionPUB | DOI | Download (ext.)
Cui, Shaoze, An improved support vector machine-based diabetic readmission prediction. Computer Methods and Programs in Biomedicine 166 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978440An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern RepresentationPUB | DOI | Download (ext.)
Xie, Zhenping, An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation. IEEE Transactions on Cognitive and Developmental Systems 10 (3). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978441An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better VersatilityPUB | DOI | Download (ext.)
Tian, Ye, An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. IEEE Transactions on Evolutionary Computation 22 (4). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978442Surrogate-assisted hierarchical particle swarm optimizationPUB | DOI | Download (ext.)
Yu, Haibo, Surrogate-assisted hierarchical particle swarm optimization. Information Sciences 454-455 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978444Feature selection for high-dimensional classification using a competitive swarm optimizerPUB | DOI | Download (ext.)
Gu, Shenkai, Feature selection for high-dimensional classification using a competitive swarm optimizer. Soft Computing 22 (3). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978447Guest Editorial Evolutionary Many-Objective OptimizationPUB | DOI | Download (ext.)
Jin, Yaochu, Guest Editorial Evolutionary Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 22 (1). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978450A Method for a Posteriori Identification of Knee Points Based on Solution DensityPUB | DOI
Yu, Guo, A Method for a Posteriori Identification of Knee Points Based on Solution Density. 2018 IEEE Congress on Evolutionary Computation (CEC) (). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978467Semi-supervised learning assisted particle swarm optimization of computationally expensive problemsPUB | DOI
Sun, Chaoli, Semi-supervised learning assisted particle swarm optimization of computationally expensive problems. Proceedings of the Genetic and Evolutionary Computation Conference (). New York, NY, 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978457Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detectionPUB | DOI | Download (ext.)
Chen, Zhaomin, Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection. Neurocomputing 309 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978452A competitive mechanism based multi-objective particle swarm optimizer with fast convergencePUB | DOI
Zhang, Xingyi, A competitive mechanism based multi-objective particle swarm optimizer with fast convergence. Information Sciences 427 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978453A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problemsPUB | DOI | Download (ext.)
Sun, Chaoli, A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems. Memetic Computing 10 (2). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978458Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape OptimizationPUB | DOI | Download (ext.)
Wang, Handing, Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization. 2018 IEEE Congress on Evolutionary Computation (CEC) (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978459Incremental data-driven optimization of complex systems in nonstationary environmentsPUB | DOI
Yang, Cuie, Incremental data-driven optimization of complex systems in nonstationary environments. Science China Information Sciences 61 (12). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978460Morphogen diffusion algorithms for tracking and herding using a swarm of kilobotsPUB | DOI | Download (ext.)
Oh, Hyondong, Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots. Soft Computing 22 (6). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978464On the Effectiveness of Sampling for Evolutionary Optimization in Noisy EnvironmentsPUB | DOI | Download (ext.)
Qian, Chao, On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. Evolutionary Computation 26 (2). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978465Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural NetworkPUB | DOI | Download (ext.)
Lu, Jun, Prediction of Physical Properties of Crude Oil Based on Ensemble Random Weights Neural Network. IFAC-PapersOnLine 51 (18). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978466Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization ProblemsPUB | DOI
Tian, Ye, Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems. 2018 IEEE Congress on Evolutionary Computation (CEC) (). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978469Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil OptimizationPUB | DOI
Doherty, John J., Use of Global Drag Rise Boundaries to Investigate Ill-Posed Transonic Airfoil Optimization. 2018 Applied Aerodynamics Conference (). Reston, Virginia, 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978443A two-stage R2 indicator based evolutionary algorithm for many-objective optimizationPUB | DOI
Li, Fei, A two-stage R2 indicator based evolutionary algorithm for many-objective optimization. Applied Soft Computing 67 (). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978446A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective OptimizationPUB | DOI
Chugh, Tinkle, A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 22 (1). , 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978445A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective OptimizationPUB | DOI | Download (ext.)
Zhang, Xingyi, A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 22 (1). , 2018 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978489Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports]PUB | DOI | Download (ext.)
Jin, Yaochu, Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports]. IEEE Computational Intelligence Magazine 12 (2). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978454Comparisons of different kernels in Kriging-assisted evolutionary expensive optimizationPUB | DOI | Download (ext.)
Tian, Jie, Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization. 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978456Enhancing classification of mass spectrometry imaging data with deep neural networksPUB | DOI | Download (ext.)
Thomas, Spencer A., Enhancing classification of mass spectrometry imaging data with deep neural networks. 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978462Nature-Inspired Graph Optimization for Dimensionality ReductionPUB | DOI | Download (ext.)
Carneiro, Murillo G., Nature-Inspired Graph Optimization for Dimensionality Reduction. 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) (). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978468Two-stage assortative mating for multi-objective multifactorial evolutionary optimizationPUB | DOI | Download (ext.)
Yang, Cuie, Two-stage assortative mating for multi-objective multifactorial evolutionary optimization. 2017 IEEE 56th Annual Conference on Decision and Control (CDC) (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978470An efficient method for online detection of polychronous patterns in spiking neural networksPUB | DOI | Download (ext.)
Chrol-Cannon, Joseph, An efficient method for online detection of polychronous patterns in spiking neural networks. Neurocomputing 267 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978471Test Problems for Large-Scale Multiobjective and Many-Objective OptimizationPUB | DOI | Download (ext.)
Cheng, Ran, Test Problems for Large-Scale Multiobjective and Many-Objective Optimization. IEEE Transactions on Cybernetics 47 (12). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978472A Many-Objective Evolutionary Algorithm Using A One-by-One Selection StrategyPUB | DOI | Download (ext.)
Liu, Yiping, A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy. IEEE Transactions on Cybernetics 47 (9). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978474Multi-train: A semi-supervised heterogeneous ensemble classifierPUB | DOI | Download (ext.)
Gu, Shenkai, Multi-train: A semi-supervised heterogeneous ensemble classifier. Neurocomputing 249 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978498Special issue on “Data-driven evolutionary optimization”PUB | DOI | Download (ext.)
Jin, Yaochu, Special issue on “Data-driven evolutionary optimization”. Soft Computing 21 (20). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978499Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business casePUB | DOI | Download (ext.)
Allmendinger, Richard, Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case. Journal of Multi-Criteria Decision Analysis 24 (1-2). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978500Thematic issue on “bio-inspired learning for data analysis”PUB | DOI | Download (ext.)
Jin, Yaochu, Thematic issue on “bio-inspired learning for data analysis”. Memetic Computing 9 (1). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978476Diversity Assessment in Many-Objective OptimizationPUB | DOI | Download (ext.)
Wang, Handing, Diversity Assessment in Many-Objective Optimization. IEEE Transactions on Cybernetics 47 (6). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978477A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist RobotsPUB | DOI | Download (ext.)
Shirazi, Ataollah Ramezan, A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots. IEEE Transactions on Emerging Topics in Computational Intelligence 1 (5). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978480A multi-objective approach to robust optimization over time considering switching costPUB | DOI | Download (ext.)
Huang, Yuanjun, A multi-objective approach to robust optimization over time considering switching cost. Information Sciences 394-395 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978481A multi-objective evolutionary algorithm guided by directed search for dynamic schedulingPUB | DOI | Download (ext.)
Wang, Du-Juan, A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling. Computers & Operations Research 79 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978483A radial space division based evolutionary algorithm for many-objective optimizationPUB | DOI | Download (ext.)
He, Cheng, A radial space division based evolutionary algorithm for many-objective optimization. Applied Soft Computing 61 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978484A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive mapsPUB | PDF | DOI | Download (ext.)
Liu, Jing, A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps. BMC Bioinformatics 18 (1). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978486Augmented windows fuzzy firewall for preventing denial of service attackPUB | DOI | Download (ext.)
Naik, Nitin, Augmented windows fuzzy firewall for preventing denial of service attack. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978487Bio-inspired self-organising multi-robot pattern formation: A reviewPUB | DOI | Download (ext.)
Oh, Hyondong, Bio-inspired self-organising multi-robot pattern formation: A review. Robotics and Autonomous Systems 91 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978488Classifier ensembles for image identification using multi-objective Pareto featuresPUB | DOI | Download (ext.)
Albukhanajer, Wissam A., Classifier ensembles for image identification using multi-objective Pareto features. Neurocomputing 238 (). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978491Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimizationPUB | DOI | Download (ext.)
Wang, Handing, Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization. 2017 IEEE Congress on Evolutionary Computation (CEC) (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978493Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud systemPUB | DOI | Download (ext.)
Yao, Guangshun, Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system. Soft Computing 21 (15). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978494Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference ArticulationPUB | DOI | Download (ext.)
Cheng, Ran, Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation. IEEE Transactions on Emerging Topics in Computational Intelligence 1 (2). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978496Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]PUB | DOI | Download (ext.)
Zhang, Xingyi, Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. IEEE Computational Intelligence Magazine 12 (3). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978497PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]PUB | DOI | Download (ext.)
Tian, Ye, PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]. IEEE Computational Intelligence Magazine 12 (4). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978501User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithmPUB | DOI | Download (ext.)
Ye, Xin, User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm. Knowledge-Based Systems 135 (). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978478A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problemPUB | DOI
Chugh, Tinkle, A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem. Materials and Manufacturing Processes 32 (10). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978475Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Sun, Chaoli, Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems. IEEE Transactions on Evolutionary Computation 21 (4). , 2017 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978473Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive ProblemsPUB | DOI | Download (ext.)
Wang, Handing, Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems. IEEE Transactions on Cybernetics 47 (9). , 2017 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978485An ensemble of single multiplicative neuron models for probabilistic predictionPUB | DOI | Download (ext.)
Yolcu, Ufuk, An ensemble of single multiplicative neuron models for probabilistic prediction. 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978490Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithmsPUB | DOI | Download (ext.)
Hakanen, Jussi, Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978492Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimizationPUB | DOI | Download (ext.)
Zhang, Xingyi, Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization. 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978502A Reference Vector Guided Evolutionary Algorithm for Many-Objective OptimizationPUB | DOI | Download (ext.)
Cheng, Ran, A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 20 (5). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978504A dynamic optimization approach to the design of cooperative co-evolutionary algorithmsPUB | DOI | Download (ext.)
Peng, Xingguang, A dynamic optimization approach to the design of cooperative co-evolutionary algorithms. Knowledge-Based Systems 109 (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978505A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metricPUB | DOI | Download (ext.)
Tian, Ye, A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric. 2016 IEEE Congress on Evolutionary Computation (CEC) (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978506Approximate non-dominated sorting for evolutionary many-objective optimizationPUB | DOI | Download (ext.)
Zhang, Xingyi, Approximate non-dominated sorting for evolutionary many-objective optimization. Information Sciences 369 (). , 2016 -
2016 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978508Evolutionary Computation and Big Data: Key Challenges and Future DirectionsPUB | DOI | Download (ext.)
Cheng, Shi, Evolutionary Computation and Big Data: Key Challenges and Future Directions. Data Mining and Big Data (). Cham, 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978512Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processesPUB | DOI | Download (ext.)
Ding, Yongsheng, Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes. Information Sciences 342 (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978513Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detectionPUB | DOI | Download (ext.)
He, Hongmei, Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection. 2016 IEEE Congress on Evolutionary Computation (CEC) (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978514Modeling neural plasticity in echo state networks for classification and regressionPUB | DOI | Download (ext.)
Yusoff, Mohd-Hanif, Modeling neural plasticity in echo state networks for classification and regression. Information Sciences 364-365 (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978517Reduction strategies for hierarchical multi-label classification in protein function predictionPUB | PDF | DOI | Download (ext.)
Cerri, Ricardo, Reduction strategies for hierarchical multi-label classification in protein function prediction. BMC Bioinformatics 17 (1). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978518Reference point based prediction for evolutionary dynamic multiobjective optimizationPUB | DOI | Download (ext.)
Jin, Yaochu, Reference point based prediction for evolutionary dynamic multiobjective optimization. 2016 IEEE Congress on Evolutionary Computation (CEC) (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978519Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & OrganizationPUB | DOI | Download (ext.)
Rahat, Alma, Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion (). New York, NY, USA, 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978520The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligencePUB | DOI | Download (ext.)
He, Hongmei, The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence. 2016 IEEE Congress on Evolutionary Computation (CEC) (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978521$$\mu $$ μ JADE: adaptive differential evolution with a small populationPUB | DOI | Download (ext.)
Brown, Craig, $$\mu $$ μ JADE: adaptive differential evolution with a small population. Soft Computing 20 (10). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978515Network structural optimization based on swarm intelligence for highlevel classificationPUB | DOI | Download (ext.)
Carneiro, Murillo G., Network structural optimization based on swarm intelligence for highlevel classification. 2016 International Joint Conference on Neural Networks (IJCNN) (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978509Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing timePUB | DOI | Download (ext.)
Han, Yuyan, Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time. Applied Soft Computing 42 (). , 2016 -
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978507Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma SystemPUB | DOI
Wang, Handing, Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System. IEEE Transactions on Evolutionary Computation 20 (6). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978510Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive ProblemsPUB | DOI | Download (ext.)
Sun, Chaoli, Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems. Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion (). New York, NY, USA, 2016 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978526A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse ModelingPUB | DOI | Download (ext.)
Cheng, Ran, A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling. IEEE Transactions on Evolutionary Computation 19 (6). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978511General chairs and program chairs messagePUB | DOI | Download (ext.)
Wu, I-Chen, General chairs and program chairs message. 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI) (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978522A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber productionPUB | DOI | Download (ext.)
Zhang, Tao, A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production. Soft Computing 19 (6). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978523A directed search strategy for evolutionary dynamic multiobjective optimizationPUB | DOI | Download (ext.)
Wu, Yan, A directed search strategy for evolutionary dynamic multiobjective optimization. Soft Computing 19 (11). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978525A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effectPUB | DOI | Download (ext.)
Wang, Du-Juan, A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect. Knowledge-Based Systems 90 (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978527A social learning particle swarm optimization algorithm for scalable optimizationPUB | DOI | Download (ext.)
Cheng, Ran, A social learning particle swarm optimization algorithm for scalable optimization. Information Sciences 291 (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978528A two-layer surrogate-assisted particle swarm optimization algorithmPUB | DOI | Download (ext.)
Sun, Chaoli, A two-layer surrogate-assisted particle swarm optimization algorithm. Soft Computing 19 (6). , 2015 -
2015 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978529Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto FrontsPUB | DOI | Download (ext.)
Cheng, Ran, Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts. Evolutionary Multi-Criterion Optimization. 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I 9018 (). Cham, 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978530An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networksPUB | DOI | Download (ext.)
Jin, Yanling, An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks. Soft Computing 19 (5). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978532Evolutionary non-linear modelling for selecting vaccines against antigenically variable virusesPUB | DOI | Download (ext.)
Rahman, Tameera, Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses. Bioinformatics 31 (6). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978536Learning structure of sensory inputs with synaptic plasticity leads to interferencePUB | DOI | Download (ext.)
Chrol-Cannon, Joseph, Learning structure of sensory inputs with synaptic plasticity leads to interference. Frontiers in Computational Neuroscience 9 (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978537Multi-objective ensemble generationPUB | DOI | Download (ext.)
Gu, Shenkai, Multi-objective ensemble generation. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 (5). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978538New performance indicators for robust optimization over timePUB | DOI | Download (ext.)
Huang, Yuanjun, New performance indicators for robust optimization over time. 2015 IEEE Congress on Evolutionary Computation (CEC) (). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978540Reference vector based a posteriori preference articulation for evolutionary multiobjective optimizationPUB | DOI | Download (ext.)
Cheng, Ran, Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization. 2015 IEEE Congress on Evolutionary Computation (CEC) (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978541Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxisPUB | DOI | Download (ext.)
Yang, Bin, Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis. Robotics and Autonomous Systems 72 (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978542Special issue on UKCI 2013PUB | DOI | Download (ext.)
Jin, Yaochu, Special issue on UKCI 2013. Soft Computing 19 (6). , 2015 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978543Trade-off between computational complexity and accuracy in evolutionary image feature extractionPUB | DOI | Download (ext.)
Albukhanajer, Wissam A., Trade-off between computational complexity and accuracy in evolutionary image feature extraction. 2015 IEEE Congress on Evolutionary Computation (CEC) (). , 2015 -
2015 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978524A Knee Point-Driven Evolutionary Algorithm for Many-Objective OptimizationPUB | DOI
Zhang, Xingyi, A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization. IEEE Transactions on Evolutionary Computation 19 (6). , 2015 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978548Effect of Communication Modes to Swarm Robotic SearchPUB | DOI | Download (ext.)
Xue, Songdong, Effect of Communication Modes to Swarm Robotic Search. The Open Electrical & Electronic Engineering Journal 8 (1). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978533Generating diverse and accurate classifier ensembles using multi-objective optimizationPUB | DOI | Download (ext.)
Gu, Shenkai, Generating diverse and accurate classifier ensembles using multi-objective optimization. 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM) (). , 2014 -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978544Adaptive Swarm Robot Region Coverage Using Gene Regulatory NetworksPUB | DOI | Download (ext.)
Oh, Hyondong, Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks. Advances in Autonomous Robotics Systems (). Cham, 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978545Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum]PUB | DOI | Download (ext.)
Zhou, Zhi-Hua, Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum]. IEEE Computational Intelligence Magazine 9 (4). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978546Computational modeling of neural plasticity for self-organization of neural networksPUB | DOI | Download (ext.)
Chrol-Cannon, Joseph, Computational modeling of neural plasticity for self-organization of neural networks. Biosystems 125 (). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978547Demonstrator selection in a social learning particle swarm optimizerPUB | DOI | Download (ext.)
Cheng, Ran, Demonstrator selection in a social learning particle swarm optimizer. 2014 IEEE Congress on Evolutionary Computation (CEC) (). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978549Evolutionary multi-objective generation of recurrent neural network ensembles for time series predictionPUB | DOI | Download (ext.)
Smith, Christopher, Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction. Neurocomputing 143 (). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978551IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]PUB | DOI | Download (ext.)
Jin, Yaochu, IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. IEEE Computational Intelligence Magazine 9 (1). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978550Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robotsPUB | DOI | Download (ext.)
Oh, Hyondong, Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots. 2014 IEEE Congress on Evolutionary Computation (CEC) (). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978552Modeling neural plasticity in echo state networks for time series predictionPUB | DOI | Download (ext.)
Yusoff, Mohd-Hanif, Modeling neural plasticity in echo state networks for time series prediction. 2014 14th UK Workshop on Computational Intelligence (UKCI) (). , 2014 -
2014 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978553Morphogenetic Self-Organization of Collective Movement without Directional SensingPUB | DOI | Download (ext.)
Ramezan Shirazi, Ataollah, Morphogenetic Self-Organization of Collective Movement without Directional Sensing. Advances in Autonomous Robotics Systems (). Cham, 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978554Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulationsPUB | DOI | Download (ext.)
Smith, Christopher, Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations. 2014 IEEE Congress on Evolutionary Computation (CEC) (). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978555Neural network ensembles for image identification using Pareto-optimal featuresPUB | DOI | Download (ext.)
Albukhanajer, Wissam A., Neural network ensembles for image identification using Pareto-optimal features. 2014 IEEE Congress on Evolutionary Computation (CEC) (). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978556On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic PlasticityPUB | PDF | DOI | Download (ext.)
Chrol-Cannon, Joseph, On the Correlation between Reservoir Metrics and Performance for Time Series Classification under the Influence of Synaptic Plasticity. PLoS ONE 9 (7). , 2014 -
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978557Reconstructing biological gene regulatory networks: where optimization meets big dataPUB | DOI | Download (ext.)
Thomas, Spencer Angus, Reconstructing biological gene regulatory networks: where optimization meets big data. Evolutionary Intelligence 7 (1). , 2014 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978558Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problemsPUB | DOI | Download (ext.)
Liu, Tong, Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems. 2014 IEEE Congress on Evolutionary Computation (CEC) (). , 2014 -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978559A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature ExtractionPUB | DOI | Download (ext.)
Albukhanajer, Wissam A., A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction. Evolutionary Multi-Criterion Optimization (). Berlin, Heidelberg, 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978560A framework for finding robust optimal solutions over timePUB | DOI | Download (ext.)
Jin, Yaochu, A framework for finding robust optimal solutions over time. Memetic Computing 5 (1). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978561A morphogenetic approach to flexible and robust shape formation for swarm robotic systemsPUB | DOI | Download (ext.)
Meng, Yan, A morphogenetic approach to flexible and robust shape formation for swarm robotic systems. Robotics and Autonomous Systems 61 (1). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978562A new fitness estimation strategy for particle swarm optimizationPUB | DOI | Download (ext.)
Sun, Chaoli, A new fitness estimation strategy for particle swarm optimization. Information Sciences 221 (). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978563A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing processPUB | DOI | Download (ext.)
Chen, Jiajia, A synergetic immune clonal selection algorithm based multi-objective optimization method for carbon fiber drawing process. Fibers and Polymers 14 (10). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978564An evolution strategy assisted by an ensemble of local Gaussian process modelsPUB | DOI | Download (ext.)
Lu, Jianfeng, An evolution strategy assisted by an ensemble of local Gaussian process models. Proceedings of the 15th annual conference on Genetic and evolutionary computation (). New York, NY, USA, 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978565An improved (μ+λ)-constrained differential evolution for constrained optimizationPUB | DOI | Download (ext.)
Jia, Guanbo, An improved (μ+λ)-constrained differential evolution for constrained optimization. Information Sciences 222 (). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978566Evolution by Adapting SurrogatesPUB | DOI | Download (ext.)
Le, Minh Nghia, Evolution by Adapting Surrogates. Evolutionary Computation 21 (2). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978567Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial]PUB | DOI | Download (ext.)
Chai, Tianyou, Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial]. IEEE Computational Intelligence Magazine 8 (3). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978568Evolutionary truss layout optimization using the vectorized structure approachPUB | DOI | Download (ext.)
Xiao, Ayang, Evolutionary truss layout optimization using the vectorized structure approach. 2013 IEEE Congress on Evolutionary Computation (). , 2013 -
2013 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978569EVOLVING CONNECTIVITY BETWEEN GENETIC OSCILLATORS AND SWITCHES USING EVOLUTIONARY ALGORITHMSPUB | DOI | Download (ext.)
THOMAS, SPENCER ANGUS, EVOLVING CONNECTIVITY BETWEEN GENETIC OSCILLATORS AND SWITCHES USING EVOLUTIONARY ALGORITHMS. Journal of Bioinformatics and Computational Biology 11 (03). , 2013 -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978571Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation CoefficientPUB | DOI | Download (ext.)
Zhuang, Lili, Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient. Intelligent Data Engineering and Automated Learning – IDEAL 2013 (). Berlin, Heidelberg, 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978572Reconstructing regulatory networks in Streptomyces using evolutionary algorithmsPUB | DOI | Download (ext.)
Thomas, Spencer Angus, Reconstructing regulatory networks in Streptomyces using evolutionary algorithms. 2013 13th UK Workshop on Computational Intelligence (UKCI) (). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978573Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimizationPUB | DOI | Download (ext.)
Smith, Christopher, Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization. 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE) (). , 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978575Simulating swarm behaviuors for optimisation by learning from neighboursPUB | DOI | Download (ext.)
Cheng, Ran, Simulating swarm behaviuors for optimisation by learning from neighbours. 2013 13th UK Workshop on Computational Intelligence (UKCI) (). , 2013 -
2013 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978576Single and Multi-objective in Silico Evolution of Tunable Genetic OscillatorsPUB | DOI | Download (ext.)
Thomas, Spencer Angus, Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators. Evolutionary Multi-Criterion Optimization (). Berlin, Heidelberg, 2013 -
2013 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978574Similarity-based evolution control for fitness estimation in particle swarm optimizationPUB | DOI | Download (ext.)
Sun, Chaoli, Similarity-based evolution control for fitness estimation in particle swarm optimization. Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE) (). , 2013 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 29785772012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports]PUB | DOI | Download (ext.)
Jin, Yaochu, 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports]. IEEE Computational Intelligence Magazine 7 (4). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978578A Developmental Approach to Structural Self-Organization in Reservoir ComputingPUB | DOI | Download (ext.)
Yin, Jun, A Developmental Approach to Structural Self-Organization in Reservoir Computing. IEEE Transactions on Autonomous Mental Development 4 (4). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978579A morphogenetic framework for self-organized multirobot pattern formation and boundary coveragePUB | DOI | Download (ext.)
Guo, Hongliang, A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage. ACM Transactions on Autonomous and Adaptive Systems 7 (1). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978580A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model DesignPUB | DOI | Download (ext.)
Le, Minh Nghia, A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design. IEEE Computational Intelligence Magazine 7 (1). , 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978581Calcium control of triphasic hippocampal STDPPUB | DOI | Download (ext.)
Bush, Daniel, Calcium control of triphasic hippocampal STDP. Journal of Computational Neuroscience 33 (3). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978582Combining genetic oscillators and switches using evolutionary algorithmsPUB | DOI | Download (ext.)
Thomas, Spencer Angus, Combining genetic oscillators and switches using evolutionary algorithms. 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978583Evo-devo-robo workshop programPUB | DOI | Download (ext.)
Doncieux, Stephane, Evo-devo-robo workshop program. Proceedings of the 14th annual conference companion on Genetic and evolutionary computation (). New York, NY, USA, 2012 -
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978584Evolution and Analysis of Genetic Networks for Stable Cellular Growth and RegenerationPUB | DOI | Download (ext.)
Schramm, Lisa, Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration. Artificial Life 18 (4). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978585Evolutionary multi-objective optimization of trace transform for invariant feature extractionPUB | DOI | Download (ext.)
Albukhanajer, Wissam A., Evolutionary multi-objective optimization of trace transform for invariant feature extraction. 2012 IEEE Congress on Evolutionary Computation (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978586Heterogeneous classifier ensembles for EEG-based motor imaginary detectionPUB | DOI | Download (ext.)
Gu, Shenkai, Heterogeneous classifier ensembles for EEG-based motor imaginary detection. 2012 12th UK Workshop on Computational Intelligence (UKCI) (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978587Quantitative analysis of redundancy in evolution of developmental systemsPUB | DOI | Download (ext.)
Schramm, Lisa, Quantitative analysis of redundancy in evolution of developmental systems. 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (). , 2012 -
2012 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978588The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivitiesPUB | DOI | Download (ext.)
Chrol-Cannon, Joseph, The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. The 2012 International Joint Conference on Neural Networks (IJCNN) (). , 2012 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978589A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot SystemsPUB | DOI | Download (ext.)
Meng, Yan, A Multi-cellular Based Self-organizing Approach for Distributed Multi-Robot Systems. New Horizons in Evolutionary Robotics (). Berlin, Heidelberg, 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978590Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical ModelPUB | DOI | Download (ext.)
Meng, Yan, Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model. IEEE Computational Intelligence Magazine 6 (1). , 2011 -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978591Cross-Ball: A new morphogenetic self-reconfigurable modular robotPUB | DOI | Download (ext.)
Meng, Yan, Cross-Ball: A new morphogenetic self-reconfigurable modular robot. 2011 IEEE International Conference on Robotics and Automation (). , 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978592Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular AnimatsPUB | DOI | Download (ext.)
Schramm, Lisa, Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats. Advances in Artificial Life. Darwin Meets von Neumann (). Berlin, Heidelberg, 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978594Guest Editorial Special Issue on Computational Modeling of Neural and Brain DevelopmentPUB | DOI | Download (ext.)
Jin, Yaochu, Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development. IEEE Transactions on Autonomous Mental Development 3 (4). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978593Emergence of robust regulatory motifs from in silico evolution of sustained oscillationPUB | DOI | Download (ext.)
Jin, Yaochu, Emergence of robust regulatory motifs from in silico evolution of sustained oscillation. Biosystems 103 (1). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978595Guest Editorial: Special Issue on Evolving Developmental SystemsPUB | DOI | Download (ext.)
Tyrrell, Andy M., Guest Editorial: Special Issue on Evolving Developmental Systems. IEEE Transactions on Evolutionary Computation 15 (3). , 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978596Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic SystemsPUB | DOI | Download (ext.)
Jin, Yaochu, Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems. Bio-Inspired Self-Organizing Robotic Systems (). Berlin, Heidelberg, 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978597Morphogenetic Robotics: An Emerging New Field in Developmental RoboticsPUB | DOI | Download (ext.)
Jin, Yaochu, Morphogenetic Robotics: An Emerging New Field in Developmental Robotics. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 41 (2). , 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978598Morphogenetic Self-Reconfiguration of Modular RobotsPUB | DOI | Download (ext.)
Meng, Yan, Morphogenetic Self-Reconfiguration of Modular Robots. Bio-Inspired Self-Organizing Robotic Systems (). Berlin, Heidelberg, 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978599Multi-sensor optimal fusion filters for delayed nonlinear intelligent systems based on a unified modelPUB | DOI | Download (ext.)
Liu, Meiqin, Multi-sensor optimal fusion filters for delayed nonlinear intelligent systems based on a unified model. Neural Networks 24 (3). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978600Object recognition using a bio-inspired neuron model with bottom-up and top-down pathwaysPUB | DOI | Download (ext.)
Zheng, Yuhua, Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways. Neurocomputing 74 (17). , 2011 -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978601Redundancy creates opportunity in developmental representationsPUB | DOI | Download (ext.)
Schramm, Lisa, Redundancy creates opportunity in developmental representations. 2011 IEEE Symposium on Artificial Life (ALIFE) (). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978602Robustness of glycolysis in yeast to internal and external noisePUB | DOI | Download (ext.)
Gehrmann, Eva, Robustness of glycolysis in yeast to internal and external noise. Physical Review E 84 (2). , 2011 -
2011 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978603Surrogate-assisted evolutionary computation: Recent advances and future challengesPUB | DOI | Download (ext.)
Jin, Yaochu, Surrogate-assisted evolutionary computation: Recent advances and future challenges. Swarm and Evolutionary Computation 1 (2). , 2011 -
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978604Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithmPUB | DOI | Download (ext.)
Guo, Hongliang, Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm. 2011 IEEE International Conference on Robotics and Automation (). , 2011 -
2011 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978605The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory OrganismPUB | DOI | Download (ext.)
Jones, Ben, The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism. Advances in Artificial Life. Darwin Meets von Neumann (). Berlin, Heidelberg, 2011 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978606A fitness-independent evolvability measure for evolutionary developmental systemsPUB | DOI | Download (ext.)
Jin, Yaochu, A fitness-independent evolvability measure for evolutionary developmental systems. 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978607A morphogenetic self-organization algorithm for swarm robotic systems using relative position informationPUB | DOI | Download (ext.)
Jin, Yaochu, A morphogenetic self-organization algorithm for swarm robotic systems using relative position information. 2010 UK Workshop on Computational Intelligence (UKCI) (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978608Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic systemPUB | DOI | Download (ext.)
Guo, Hongliang, Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system. IEEE Congress on Evolutionary Computation (). , 2010 -
2010 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978609Emergent Distribution of Computational Workload in the Evolution of an Undulatory AnimatPUB | DOI | Download (ext.)
Jones, Ben, Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat. From Animals to Animats 11 (). Berlin, Heidelberg, 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978610Evolving heterochrony for cellular differentiation using vector field embryogenyPUB | DOI | Download (ext.)
Steiner, Till, Evolving heterochrony for cellular differentiation using vector field embryogeny. Proceedings of the 12th annual conference on Genetic and evolutionary computation (). New York, NY, USA, 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978611Fusing bottom-up and top-down pathways in neural networks for visual object recognitionPUB | DOI | Download (ext.)
Zheng, Yuhua, Fusing bottom-up and top-down pathways in neural networks for visual object recognition. The 2010 International Joint Conference on Neural Networks (IJCNN) (). , 2010 -
2010 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978612Special Issue on Evolutionary and Developmental Robotics [Guest EditorialPUB | DOI | Download (ext.)
Jin, Yaochu, Special Issue on Evolutionary and Developmental Robotics [Guest Editorial. IEEE Computational Intelligence Magazine 5 (3). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978613Human activity detection using spiking neural networks regulated by a gene regulatory networkPUB | DOI | Download (ext.)
Meng, Yan, Human activity detection using spiking neural networks regulated by a gene regulatory network. The 2010 International Joint Conference on Neural Networks (IJCNN) (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978615Incremental approximation of nonlinear constraint functions for evolutionary constrained optimizationPUB | DOI | Download (ext.)
Jin, Yaochu, Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization. IEEE Congress on Evolutionary Computation (). , 2010 -
2010 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978617Robust optimization over time — A new perspective on dynamic optimization problemsPUB | DOI | Download (ext.)
Yu, Xin, Robust optimization over time — A new perspective on dynamic optimization problems. IEEE Congress on Evolutionary Computation (). , 2010 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978618A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory networkPUB | DOI | Download (ext.)
Guo, Hongliang, A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network. Biosystems 98 (3). , 2009 -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978619A Gene Regulatory Model for the Development of Primitive Nervous SystemsPUB | DOI | Download (ext.)
Jin, Yaochu, A Gene Regulatory Model for the Development of Primitive Nervous Systems. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I (). Berlin, Heidelberg, 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978620A systems approach to evolutionary multiobjective structural optimization and beyondPUB | DOI | Download (ext.)
Jin, Yaochu, A systems approach to evolutionary multiobjective structural optimization and beyond. IEEE Computational Intelligence Magazine 4 (3). , 2009 -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978621Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive SwitchingPUB | DOI | Download (ext.)
Okabe, Tatsuya, Combination of Genetic Algorithms and Evolution Strategies with Self-adaptive Switching. Multi-Objective Memetic Algorithms (). Berlin, Heidelberg, 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978622Corrections to “Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies” [May 08 397-415]PUB | DOI | Download (ext.)
Jin, Yaochu, Corrections to “Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies” [May 08 397-415]. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 39 (3). , 2009 -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978623Evolution of Neural Organization in a Hydra-Like AnimatPUB | DOI | Download (ext.)
Jones, Ben, Evolution of Neural Organization in a Hydra-Like Animat. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I (). Berlin, Heidelberg, 2009 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978624Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representationsPUB | DOI | Download (ext.)
Jin, Yaochu, Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations. 2009 IEEE Symposium on Computational Intelligence in Milti-Criteria Decision-Making (). , 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978625Evolving gene regulatory networksPUB | DOI | Download (ext.)
Jin, Yaochu, Evolving gene regulatory networks. Biosystems 98 (3). , 2009 -
2009 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978626Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory NetworksPUB | DOI | Download (ext.)
Jin, Yaochu, Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory Networks. Fuzzy Systems in Bioinformatics and Computational Biology (). Berlin, Heidelberg, 2009 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978627Global shape with morphogen gradients and motile polarized cellsPUB | DOI | Download (ext.)
Steiner, Till, Global shape with morphogen gradients and motile polarized cells. 2009 IEEE Congress on Evolutionary Computation (). , 2009 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978628Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networksPUB | DOI | Download (ext.)
Jin, Yaochu, Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks. 2009 IEEE Symposium on Artificial Life (). , 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978629Lamarckian memetic algorithms: local optimum and connectivity structure analysisPUB | DOI | Download (ext.)
Le, Minh Nghia, Lamarckian memetic algorithms: local optimum and connectivity structure analysis. Memetic Computing 1 (3). , 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978630Multiple memory stores and operant conditioning: A rationale for memory’s complexityPUB | DOI | Download (ext.)
Meeter, Martijn, Multiple memory stores and operant conditioning: A rationale for memory’s complexity. Brain and Cognition 69 (1). , 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978631Pareto analysis of evolutionary and learning systemsPUB | DOI | Download (ext.)
Jin, Yaochu, Pareto analysis of evolutionary and learning systems. Frontiers of Computer Science in China 3 (1). , 2009 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978632Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot SystemPUB | DOI | Download (ext.)
Jin, Yaochu, Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System. 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems (). , 2009 -
2009 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978633Self-adaptive multi-robot construction using gene regulatory networksPUB | DOI | Download (ext.)
Guo, Hongliang, Self-adaptive multi-robot construction using gene regulatory networks. 2009 IEEE Symposium on Artificial Life (). , 2009 -
2009 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978634Vector Field EmbryogenyPUB | PDF | DOI | Download (ext.)
Steiner, Till, Vector Field Embryogeny. PLoS ONE 4 (12). , 2009 -
2008 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978636Combination of EDA and DE for continuous biobjective optimizationPUB | DOI | Download (ext.)
Zhou, Aimin, Combination of EDA and DE for continuous biobjective optimization. 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) (). , 2008 -
2008 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978637Errata to “RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm” [Feb 08 41-63]PUB | DOI | Download (ext.)
Zhang, Qingfu, Errata to “RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm” [Feb 08 41-63]. IEEE Transactions on Evolutionary Computation 12 (3). , 2008 -
2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978638Evolutionary Optimization with Dynamic Fidelity Computational ModelsPUB | DOI | Download (ext.)
Lim, Dudy, Evolutionary Optimization with Dynamic Fidelity Computational Models. Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence. 4th International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings (). Berlin, Heidelberg, 2008 -
2008 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978639Rule Extraction from Compact Pareto-optimal Neural NetworksPUB | DOI | Download (ext.)
Jin, Yaochu, Rule Extraction from Compact Pareto-optimal Neural Networks. Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases (). Berlin, Heidelberg, 2008 -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978640A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computationPUB | DOI | Download (ext.)
Lim, Dudy, A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation. Proceedings of the 9th annual conference on Genetic and evolutionary computation (). New York, NY, USA, 2007 -
2007 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978641Efficient Hierarchical Parallel Genetic Algorithms using Grid computingPUB | DOI | Download (ext.)
Lim, Dudy, Efficient Hierarchical Parallel Genetic Algorithms using Grid computing. Future Generation Computer Systems 23 (4). , 2007 -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978642Emergence of feedback in artificial gene regulatory networksPUB | DOI | Download (ext.)
Steiner, T., Emergence of feedback in artificial gene regulatory networks. 2007 IEEE Congress on Evolutionary Computation (). , 2007 -
2007 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978643Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossoverPUB | DOI | Download (ext.)
Zhou, Aimin, Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover. Proceedings of the 9th annual conference on Genetic and evolutionary computation (). New York, NY, USA, 2007 -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978644Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade OptimizationPUB | DOI | Download (ext.)
Gräning, Lars, Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization. Evolutionary Computation in Dynamic and Uncertain Environments (). Berlin, Heidelberg, 2007 -
2007 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978645Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of UncertaintyPUB | DOI | Download (ext.)
Lim, Dudy, Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty. Evolutionary Computation in Dynamic and Uncertain Environments (). Berlin, Heidelberg, 2007 -
2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978646Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy SystemsPUB | DOI | Download (ext.)
Wang, Hanli, Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems. Multi-Objective Machine Learning (). Berlin/Heidelberg, 2006 -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978647Editorial to special issue on evolutionary computation in dynamic and uncertain environmentsPUB | DOI | Download (ext.)
Yang, Shengxiang, Editorial to special issue on evolutionary computation in dynamic and uncertain environments. Genetic Programming and Evolvable Machines 7 (4). , 2006 -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978648Guest Editorial Special Issue on Evolutionary Computation in the Presence of UncertaintyPUB | DOI | Download (ext.)
Branke, J., Guest Editorial Special Issue on Evolutionary Computation in the Presence of Uncertainty. IEEE Transactions on Evolutionary Computation 10 (4). , 2006 -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978649Inverse multi-objective robust evolutionary designPUB | DOI | Download (ext.)
Lim, Dudy, Inverse multi-objective robust evolutionary design. Genetic Programming and Evolvable Machines 7 (4). , 2006 -
2006 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978650Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithmsPUB | DOI | Download (ext.)
Foli, Kwasi, Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms. International Journal of Heat and Mass Transfer 49 (5-6). , 2006 -
2006 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978651Simultaneous Generation of Accurate and Interpretable Neural Network ClassifiersPUB | DOI | Download (ext.)
Jin, Yaochu, Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers. Multi-Objective Machine Learning (). Berlin/Heidelberg, 2006 -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978652Agent-Based Evolutionary Approach for Interpretable Rule-Based Knowledge ExtractionPUB | DOI | Download (ext.)
Wang, H., Agent-Based Evolutionary Approach for Interpretable Rule-Based Knowledge Extraction. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 35 (2). , 2005 -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978653Evolutionary Optimization in Uncertain Environments—A SurveyPUB | DOI | Download (ext.)
Jin, Yaochu, Evolutionary Optimization in Uncertain Environments—A Survey. IEEE Transactions on Evolutionary Computation 9 (3). , 2005 -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978654Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary ComputationPUB | DOI | Download (ext.)
Jin, Yaochu, Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation. IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 35 (2). , 2005 -
2005 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978655Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extractionPUB | DOI | Download (ext.)
Wang, Hanli, Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction. Fuzzy Sets and Systems 149 (1). , 2005 -
2004 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2978656Reducing Fitness Evaluations Using Clustering Techniques and Neural Network EnsemblesPUB | DOI
Jin, Yaochu, Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles. Genetic and Evolutionary Computation – GECCO 2004. Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I 3102 (). Berlin, Heidelberg, 2004 -
2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978657Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and AnalysisPUB | DOI | Download (ext.)
Jin, Yaochu, Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis. Genetic and Evolutionary Computation — GECCO 2003 (). Berlin, Heidelberg, 2003 -
2003 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2978658Trade-Off between Performance and Robustness: An Evolutionary Multiobjective ApproachPUB | DOI | Download (ext.)
Jin, Yaochu, Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach. Evolutionary Multi-Criterion Optimization (). Berlin, Heidelberg, 2003 -
2000 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978659Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvementPUB | DOI | Download (ext.)
Jin, Yaochu, Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement. IEEE Transactions on Fuzzy Systems 8 (2). , 2000 -
1999 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978660Evaluating flexible fuzzy controllers via evolution strategiesPUB | DOI | Download (ext.)
Jin, Yaochu, Evaluating flexible fuzzy controllers via evolution strategies. Fuzzy Sets and Systems 108 (3). , 1999 -
1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978661Adaptive fuzzy modelling and identification with its applicationsPUB | DOI | Download (ext.)
Jin, Yaochu, Adaptive fuzzy modelling and identification with its applications. International Journal of Systems Science 26 (2). , 1995 -
1995 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2978684Neural network based fuzzy identification and its application to modeling and control of complex systemsPUB | DOI | Download (ext.)
Jin, Yaochu, Neural network based fuzzy identification and its application to modeling and control of complex systems. IEEE Transactions on Systems, Man, and Cybernetics 25 (6). , 1995