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Ions motion algorithm for solving optimization problems.

Authors :
Javidy, Behzad
Hatamlou, Abdolreza
Mirjalili, Seyedali
Source :
Applied Soft Computing; Jul2015, Vol. 32, p72-79, 8p
Publication Year :
2015

Abstract

This paper proposes a novel optimization algorithm inspired by the ions motion in nature. In fact, the proposed algorithm mimics the attraction and repulsion of anions and cations to perform optimization. The proposed algorithm is designed in such a way to have the least tuning parameters, low computational complexity, fast convergence, and high local optima avoidance. The performance of this algorithm is benchmarked on 10 standard test functions and compared to four well-known algorithms in the literature. The results demonstrate that the proposed algorithm is able to show very competitive results and has merits in solving challenging optimization problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15684946
Volume :
32
Database :
Supplemental Index
Journal :
Applied Soft Computing
Publication Type :
Academic Journal
Accession number :
102593458
Full Text :
https://doi.org/10.1016/j.asoc.2015.03.035