A Comprehensive Review of Swarm Optimization Algorithms

Many swarm optimization algorithms have been introduced since the early 60's, Evolutionary Programming to the most recent, Grey Wolf Optimization. All of these algorithms have demonstrated their potential to solve many optimization problems. This paper provides an in-depth survey of well-known...

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Bibliographic Details
Published in:	PloS one Vol. 10; no. 5; p. e0122827
Main Authors:	Ab Wahab, Mohd Nadhir, Nefti-Meziani, Samia, Atyabi, Adham
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 18.05.2015 Public Library of Science (PLoS)
Subjects:	Algorithms Analysis Animals Ants - physiology Applied mathematics Bees - physiology Behavior, Animal Biogeography Biological Evolution Birds - physiology Chromosomes Comparative analysis Computer engineering Computer science Computer Simulation Elitism Evolutionary algorithms Genetic algorithms International conferences Models, Biological Mutation Optimization Optimization algorithms Optimization theory Particle swarm optimization Performance evaluation Population Robotics Selection, Genetic Social Behavior Statistical analysis Statistical tests Studies Swarm intelligence Systems Biology Australia
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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