Automatic algorithm selection for Pseudo-Boolean optimization with given computational time limits

Machine learning (ML) techniques have been proposed to automatically select the best solver from a portfolio of solvers. They have been applied to various problems including Boolean Satisfiability, Traveling Salesperson and Graph Coloring. These techniques are used to implement meta-solvers that rec...

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Bibliographic Details

Published in:	Computers & operations research Vol. 173; p. 106836
Main Authors:	Pezo, Catalina, Hochbaum, Dorit, Godoy, Julio, Asín-Achá, Roberto
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2025
Subjects:	Algorithm selection Combinatorial optimization PBO Algorithm selection PBO Combinatorial optimization ML
ISSN:	0305-0548
Online Access:	Get full text
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