Follow
David Bergman
Title
Cited by
Cited by
Year
Decision diagrams for optimization
D Bergman, AA Cire, WJ Van Hoeve, J Hooker
Springer International Publishing, 2016
2122016
Discrete optimization with decision diagrams
D Bergman, AA Cire, WJ Van Hoeve, JN Hooker
INFORMS Journal on Computing 28 (1), 47-66, 2016
1332016
Manipulating MDD relaxations for combinatorial optimization
D Bergman, WJ Van Hoeve, JN Hooker
Integration of AI and OR Techniques in Constraint Programming for …, 2011
942011
Optimization bounds from binary decision diagrams
D Bergman, AA Cire, WJ Hoeve, JN Hooker
INFORMS Journal on Computing 26 (2), 253-268, 2014
812014
Improving optimization bounds using machine learning: Decision diagrams meet deep reinforcement learning
Q Cappart, E Goutierre, D Bergman, LM Rousseau
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1443-1451, 2019
652019
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
612012
BDD-based heuristics for binary optimization
D Bergman, AA Cire, WJ van Hoeve, T Yunes
Journal of Heuristics 20, 211-234, 2014
532014
Discrete nonlinear optimization by state-space decompositions
D Bergman, AA Cire
Management Science 64 (10), 4700-4720, 2018
462018
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
422014
MDD propagation for sequence constraints
D Bergman, AA Cire, W van Hoeve
Journal of Artificial Intelligence Research 50, 697-722, 2014
412014
Predictive and prescriptive analytics for location selection of add‐on retail products
T Huang, D Bergman, R Gopal
Production and Operations Management 28 (7), 1858-1877, 2019
402019
Multiobjective optimization by decision diagrams
D Bergman, AA Cire
Principles and Practice of Constraint Programming: 22nd International …, 2016
372016
Janos: an integrated predictive and prescriptive modeling framework
D Bergman, T Huang, P Brooks, A Lodi, AU Raghunathan
INFORMS Journal on Computing 34 (2), 807-816, 2022
362022
Lagrangian bounds from decision diagrams
D Bergman, AA Cire, WJ van Hoeve
Constraints 20, 346-361, 2015
332015
The integrated last-mile transportation problem (ilmtp)
A Raghunathan, D Bergman, J Hooker, T Serra, S Kobori
Proceedings of the International Conference on Automated Planning and …, 2018
272018
Seamless multimodal transportation scheduling
AU Raghunathan, D Bergman, JN Hooker, T Serra, S Kobori
INFORMS Journal on Computing 36 (2), 336-358, 2024
262024
Decomposition based on decision diagrams
D Bergman, AA Cire
Integration of AI and OR Techniques in Constraint Programming: 13th …, 2016
242016
An exact algorithm for the quadratic multiknapsack problem with an application to event seating
D Bergman
INFORMS Journal on Computing 31 (3), 477-492, 2019
202019
Improved constraint propagation via lagrangian decomposition
D Bergman, AA Cire, WJ van Hoeve
International Conference on Principles and Practice of Constraint …, 2015
202015
Improving variable orderings of approximate decision diagrams using reinforcement learning
Q Cappart, D Bergman, LM Rousseau, I Prémont-Schwarz, A Parjadis
INFORMS Journal on Computing 34 (5), 2552-2570, 2022
192022
The system can't perform the operation now. Try again later.
Articles 1–20