Selector: Ensemble-Based Automated Algorithm Configuration

Solvers contain parameters that influence their performance and these must be set by the user to ensure that high-quality solutions are generated, or optimal solutions are found quickly. Manually setting these parameters is tedious and error-prone, since search spaces may be large or even infinite....

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Bibliographic Details
Published in:	Journal of heuristics Vol. 31; no. 3; p. 28
Main Authors:	Weiß, Dimitri, Schede, Elias, Tierney, Kevin
Format:	Journal Article
Language:	English
Published:	New York, NY Springer US 01.09.2025 Springer Nature B.V
Subjects:	Algorithm configuration Algorithms Automation Configurations CVRP Ensemble optimization Genetic algorithms Integer programming Machine learning MAX-SAT Methods MILP Open source software Optimization Parameters SAT TSP
ISSN:	1572-9397, 1381-1231, 1572-9397
Online Access:	Get full text
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