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André Hottung
André Hottung
Verified email at uni-bielefeld.de
Title
Cited by
Cited by
Year
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
A Hottung, K Tierney
arXiv preprint arXiv:1911.09539, 2019
1562019
Deep learning assisted heuristic tree search for the container pre-marshalling problem
A Hottung, S Tanaka, K Tierney
Computers & Operations Research 113, 104781, 2020
1092020
Efficient Active Search for Combinatorial Optimization Problems
A Hottung, YD Kwon, K Tierney
arXiv preprint arXiv:2106.05126, 2021
712021
Learning a latent search space for routing problems using variational autoencoders
A Hottung, B Bhandari, K Tierney
International Conference on Learning Representations, 2021
542021
A biased random-key genetic algorithm for the container pre-marshalling problem
A Hottung, K Tierney
Computers & Operations Research 75, 83-102, 2016
542016
Simulation-guided beam search for neural combinatorial optimization
J Choo, YD Kwon, J Kim, J Jae, A Hottung, K Tierney, Y Gwon
Advances in Neural Information Processing Systems 35, 8760-8772, 2022
262022
Context-and Data-driven Satisfaction Analysis of User Interface Adaptations Based on Instant User Feedback
E Yigitbas, A Hottung, SM Rojas, A Anjorin, S Sauer, G Engels
Proceedings of the ACM on Human-Computer Interaction 3 (EICS), 1-20, 2019
182019
Machine learning meets partner matching: Predicting the future relationship quality based on personality traits
I Großmann, A Hottung, A Krohn-Grimberghe
PloS one 14 (3), e0213569, 2019
182019
Neural large neighborhood search for routing problems
A Hottung, K Tierney
Artificial Intelligence 313, 103786, 2022
92022
The first AI4TSP competition: Learning to solve stochastic routing problems
Y Zhang, L Bliek, P da Costa, RR Afshar, R Reijnen, T Catshoek, D Vos, ...
Artificial Intelligence 319, 103918, 2023
3*2023
Learning to Solve a Stochastic Orienteering Problem with Time Windows
F Schmitt-Ulms, A Hottung, M Sellmann, K Tierney
International Conference on Learning and Intelligent Optimization, 108-122, 2022
22022
Predicting relationship quality based on personality traits: A machine learning approach to improve reproducibility
I Großmann, A Hottung, AK Grimberghe
Empirische Evaluationsmethoden Band 22 Workshop 2017, 83, 2018
12018
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization
A Hottung, M Mahajan, K Tierney
arXiv preprint arXiv:2402.14048, 2024
2024
Learning Heuristics for Combinatorial Optimization Problems with Deep Neural Networks
A Hottung
Faculty of Business Administration and Economics, Bielefeld University, 2023
2023
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Articles 1–14