Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems

23 December 2019

Papers citing "Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems"

5 / 5 papers shown

Title
Local Branching Relaxation Heuristics for Integer Linear Programs Taoan Huang Aaron Ferber Yuandong Tian B. Dilkina Benoit Steiner 23 4 0 15 Dec 2022
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling Yuan Sun Su Nguyen D. Thiruvady Xiaodong Li Andreas T. Ernst U. Aickelin 28 3 0 26 Nov 2022
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 348 0 18 Feb 2021
SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning Félix Chalumeau Ilan Coulon Quentin Cappart Louis-Martin Rousseau 36 21 0 18 Feb 2021
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning Cong Zhang Wen Song Zhiguang Cao Jie Zhang Puay Siew Tan Chi Xu 62 302 0 23 Oct 2020