Effective Dimension Extraction Mechanism: A novel mechanism for meta-heuristic algorithms in solving complex high-dimensional problems

•Proposing a mechanism to improve heuristics by extracting effective dimensions.•Using manifold learning to filter redundant dimensions in particles.•Mapping particles to high-dimensional space while preserving distance relations.•Based on the two mappings, Effective Dimension Extraction Mechanism i...

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Veröffentlicht in:	Expert systems with applications Jg. 285; S. 127733
Hauptverfasser:	Su, Fang, Song, Jiahao, He, Rui
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.08.2025
Schlagworte:	Capacitated Vehicle Routing Problem Complex high-dimensional problems Manifold learning Meta-heuristic optimization algorithm Meta-heuristic optimization algorithm Manifold learning Capacitated Vehicle Routing Problem Complex high-dimensional problems
ISSN:	0957-4174
Online-Zugang:	Volltext
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