Decision diagrams for optimization D Bergman, AA Cire, WJ Van Hoeve, J Hooker Springer International Publishing, 2016 | 220 | 2016 |
Combining reinforcement learning and constraint programming for combinatorial optimization Q Cappart, T Moisan, LM Rousseau, I Prémont-Schwarz, AA Cire Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 3677-3687, 2021 | 154 | 2021 |
Discrete optimization with decision diagrams D Bergman, AA Cire, WJ Van Hoeve, JN Hooker INFORMS Journal on Computing 28 (1), 47-66, 2016 | 137 | 2016 |
Multivalued decision diagrams for sequencing problems AA Cire, WJ Van Hoeve Operations Research 61 (6), 1411-1428, 2013 | 129 | 2013 |
Optimization bounds from binary decision diagrams D Bergman, AA Cire, WJ Hoeve, JN Hooker INFORMS Journal on Computing 26 (2), 253-268, 2014 | 82 | 2014 |
Variable ordering for the application of BDDs to the maximum independent set problem D Bergman, AA Cire, WJ Van Hoeve, JN Hooker Integration of AI and OR Techniques in Contraint Programming for …, 2012 | 62 | 2012 |
Hybrid optimization methods for time-dependent sequencing problems J Kinable, AA Cire, WJ van Hoeve European Journal of Operational Research 259 (3), 887-897, 2017 | 54 | 2017 |
A hybrid model for a multiproduct pipeline planning and scheduling problem TMT Lopes, AA Ciré, CC de Souza, AV Moura Constraints 15, 151-189, 2010 | 54 | 2010 |
BDD-based heuristics for binary optimization D Bergman, AA Cire, WJ van Hoeve, T Yunes Journal of Heuristics 20, 211-234, 2014 | 53 | 2014 |
Discrete nonlinear optimization by state-space decompositions D Bergman, AA Cire Management Science 64 (10), 4700-4720, 2018 | 50 | 2018 |
Parallel combinatorial optimization with decision diagrams D Bergman, AA Cire, A Sabharwal, H Samulowitz, V Saraswat, ... Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014 | 42 | 2014 |
Planning and scheduling the operation of a very large oil pipeline network AV Moura, CC de Souza, AA Cire, TMT Lopes Principles and Practice of Constraint Programming: 14th International …, 2008 | 42 | 2008 |
MDD propagation for sequence constraints D Bergman, AA Cire, W van Hoeve Journal of Artificial Intelligence Research 50, 697-722, 2014 | 40 | 2014 |
Multiobjective optimization by decision diagrams D Bergman, AA Cire Principles and Practice of Constraint Programming: 22nd International …, 2016 | 36 | 2016 |
Logic-based Benders decomposition for planning and scheduling: A computational analysis AA Cire, E Coban, JN Hooker The Knowledge Engineering Review 31 (5), 440-451, 2016 | 35 | 2016 |
Lagrangian bounds from decision diagrams D Bergman, AA Cire, WJ van Hoeve Constraints 20, 346-361, 2015 | 33 | 2015 |
An MDD-based Lagrangian approach to the multicommodity pickup-and-delivery TSP MP Castro, AA Cire, JC Beck INFORMS Journal on Computing 32 (2), 263-278, 2020 | 31 | 2020 |
Training binarized neural networks using MIP and CP R Toro Icarte, L Illanes, MP Castro, AA Cire, SA McIlraith, JC Beck Principles and Practice of Constraint Programming: 25th International …, 2019 | 29 | 2019 |
Decision diagrams for discrete optimization: A survey of recent advances MP Castro, AA Cire, JC Beck INFORMS Journal on Computing 34 (4), 2271-2295, 2022 | 26 | 2022 |
Decomposition based on decision diagrams D Bergman, AA Cire Integration of AI and OR Techniques in Constraint Programming: 13th …, 2016 | 26 | 2016 |