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Alternated Chaotic Biogeography Based Algorithm for Optimization Problems

Authors:

Mamta Rani
Mamta Rani

Published On: October, 2019

Article Type: Research Article

Journal: International Journal of Applied Evolutionary Computation

DOI: 10.4018/IJAEC.2019100102

Issue: 4 | Volume: 10 | Page No: 39-50

Abstract

Chaotic maps have improved the performance of BBO algorithm as chaotic migration and chaotic mutation help in maintaining diversity of the population on a higher level to avoid a habitat's entrapment in the local optimal solutions. Many chaotic maps have been used in BBO algorithm. Recently, alternation method in discrete dynamics has emerged as a powerful tool for control and anti-control of chaos. In this article, it is proposed to use alternated chaotic logistic map in BBO algorithm to improve the performance further.

Authors

Mamta Rani
Mamta Rani