Search Results for author: Béatrice Duval

Found 2 papers, 1 papers with code

Population-based Gradient Descent Weight Learning for Graph Coloring Problems

1 code implementation5 Sep 2019 Olivier Goudet, Béatrice Duval, Jin-Kao Hao

Unlike existing methods for graph coloring that are specific to the considered problem, the presented work targets a generic objective by introducing a unified method that can be applied to different graph coloring problems.

Reinforcement learning based local search for grouping problems: A case study on graph coloring

no code implementations1 Apr 2016 Yangming Zhou, Jin-Kao Hao, Béatrice Duval

Grouping problems aim to partition a set of items into multiple mutually disjoint subsets according to some specific criterion and constraints.

Combinatorial Optimization reinforcement-learning +1

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