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Adaptive bare-bones particle swarm optimization algorithm and its convergence analysis

✍ Scribed by Zhang, Yong; Gong, Dun-wei; Sun, Xiao-yan; Geng, Na

Book ID
125348572
Publisher
Springer
Year
2013
Tongue
English
Weight
524 KB
Volume
18
Category
Article
ISSN
1432-7643

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The particle swarm optimization algorithm is analyzed using standard results from the dynamic system theory. Graphical parameter selection guidelines are derived. The exploration–exploitation tradeoff is discussed and illustrated. Examples of performance on benchmark functions superior to previously