PUB - Publikationen an der Universität Bielefeld

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• [4]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979705

  Zhang Y, Bliek L, da Costa P, Afshar RR, 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 WA, Gama R, Fernandes HL, Zaefferer M, Lopez-Ibanez M, Irurozki E (2023)
  The first AI4TSP competition: Learning to solve stochastic routing problems.
  Artificial Intelligence 319: 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.

  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.
  In: 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.
  In: ECAI 2020. IOS Press: 443-450.

  PUB