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
Published in:	PeerJ. Computer science Vol. 10; p. e1773
Main Authors:	Bucheli, Víctor A., Solarte Pabón, Oswaldo, Ordoñez, Hugo
Format:	Journal Article
Language:	English
Published:	United States PeerJ. Ltd 09.01.2024 PeerJ, Inc PeerJ Inc
Subjects:	Algorithms Algorithms and Analysis of Algorithms Analysis Artificial Intelligence Cities Complex networks Decision making Evolutionary algorithms Genetic algorithms Network Science and Online Social Networks Networks Optimization Optimization problems Optimization techniques Population biology Problem solving Traveling salesman problem Optimization problems Complex networks Evolutionary algorithms
ISSN:	2376-5992, 2376-5992
Online Access:	Get full text
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