Population interaction network in representative gravitational search algorithms: Logistic distribution leads to worse performance

Population interaction network in representative gravitational search algorithms: Logistic distribution leads to worse performance

In this paper, a novel study on the way inter-individual information interacts in meta-heuristic algorithms (MHAs) is carried out using a scheme known as population interaction networks (PIN). Specifically, three representative MHAs, including the differential evolutionary algorithm (DE), the partic...

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Bibliographic Details
Main Authors: Haotian Li, Yifei Yang, Yirui Wang, Jiayi Li, Haichuan Yang, Jun Tang, Shangce Gao
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Heliyon
Subjects:
Population interaction network
Meta-heuristic algorithms
Gravitational search algorithm
Complex network
Cumulative distribution
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402407662X

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http://www.sciencedirect.com/science/article/pii/S240584402407662X

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