Search Results for author: Andoni I. Garmendia

Found 2 papers, 1 papers with code

Neural Improvement Heuristics for Graph Combinatorial Optimization Problems

1 code implementation1 Jun 2022 Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

Conducted experiments demonstrate that the proposed model can recommend neighborhood operations that outperform conventional versions for the Preference Ranking Problem with a performance in the 99th percentile.

Combinatorial Optimization graph partitioning +2

Neural Combinatorial Optimization: a New Player in the Field

no code implementations3 May 2022 Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

Neural Combinatorial Optimization attempts to learn good heuristics for solving a set of problems using Neural Network models and Reinforcement Learning.

Combinatorial Optimization

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