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...

Full description

Bibliographic Details

Published in:	Expert systems with applications Vol. 285; p. 127733
Main Authors:	Su, Fang, Song, Jiahao, He, Rui
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2025
Subjects:	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 Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!