5 Publikationen
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2994595A Deep Learning Accelerated Heuristic for Truck Loading OptimizationPUB | DOI | WoS
Gilbert FM, Schulte J, Hottung A, Wetzel D, Tierney K (2024)
In: Computational Logistics (ICCL 2024) . Garrido A, Paternina-Arboleda CD, Voß S (Eds); Lecture Notes in Computer Science, 15168. Cham: Springer : 65-79. -
2023 | Bielefelder E-Dissertation | PUB-ID: 2979603
Learning Heuristics for Combinatorial Optimization Problems with Deep Neural NetworksPUB | PDF | DOI
Hottung A (2023)
Bielefeld: Universität Bielefeld. -
2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979705The first AI4TSP competition: Learning to solve stochastic routing problemsPUB | DOI | WoS
Zhang Y, Bliek L, da Costa P, Afshar RR, Reijnen R, Catshoek T, Vos D, Verwer S, Schmitt-Ulms F, Hottung A, Shah T, et al. (2023)
Artificial Intelligence 319: 103918. -
2021 | Konferenzbeitrag | PUB-ID: 2958258Learning a Latent Search Space for Routing Problems using Variational AutoencodersPUB
Hottung A, Bhandari B, Tierney K (2021)
In: International Conference on Learning Representations. -
2020 | Sammelwerksbeitrag | PUB-ID: 2958265Neural Large Neighborhood Search for the Capacitated Vehicle Routing ProblemPUB
Hottung A, Tierney K (2020)
In: ECAI 2020. IOS Press: 443-450.