PUB - Publikationen an der Universität Bielefeld

Alle markieren

• [4]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979705

  Zhang, Y., Bliek, L., da Costa, P., Afshar, R.R., Reijnen, R., Catshoek, T., Vos, D., Verwer, S., Schmitt-Ulms, F., Hottung, A., Shah, T., Sellmann, M., Tierney, K., Perreault-Lafleur, C., Leboeuf, C., Bobbio, F., Pepin, J., Silva, W.A., Gama, R., Fernandes, H.L., Zaefferer, M., Lopez-Ibanez, M. & Irurozki, E. (2023). The first AI4TSP competition: Learning to solve stochastic routing problems. Artificial Intelligence, 319: 103918. Elsevier. doi:10.1016/j.artint.2023.103918.

  PUB | DOI | WoS
   
• [3]
  

  2023 | Bielefelder E-Dissertation | PUB-ID: 2979603

  Hottung, A. (2023). Learning Heuristics for Combinatorial Optimization Problems with Deep Neural Networks. Bielefeld: Universität Bielefeld. doi:10.4119/unibi/2979603.

  PUB | PDF | DOI
   
• [2]
  

  2021 | Konferenzbeitrag | PUB-ID: 2958258

  Hottung, A., Bhandari, B. & Tierney, K. (2021). Learning a Latent Search Space for Routing Problems using Variational Autoencoders. International Conference on Learning Representations.

  PUB
   
• [1]
  

  2020 | Sammelwerksbeitrag | PUB-ID: 2958265

  Hottung, A. & Tierney, K. (2020). Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem. ECAI 2020 (S. 443-450). IOS Press.

  PUB