Evolutionary algorithms guided by Erdős–Rényi complex networks

Evolutionary algorithms guided by Erdős–Rényi complex networks

This article proposes an evolutionary algorithm integrating Erdős–Rényi complex networks to regulate population crossovers, enhancing candidate solution refinement across generations. In this context, the population is conceptualized as a set of interrelated solutions, resembling a complex network....

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Bibliographic Details
Main Authors: Víctor A. Bucheli, Oswaldo Solarte Pabón, Hugo Ordoñez
Format: Article
Language:English
Published: PeerJ Inc. 2024-01-01
Series:PeerJ Computer Science
Subjects:
Evolutionary algorithms
Complex networks
Optimization problems
Online Access:https://peerj.com/articles/cs-1773.pdf

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