Opposite Based Crow Search Algorithm for Solving Optimization Problems

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International Scientific and Vocational Studies Journal
Volume:5 Issue:2
Opposite Based Crow Search Algorithm for Solving Optimization Problems

Opposite Based Crow Search Algorithm for Solving Optimization Problems

Pages : 164-170

View : 42 | Download : 14

Publication Date : 2021-12-31

Article Type : Research Paper

Abstract :This article proposes an opposite based learning insert ignore into journalissuearticles values(OBL); enhanced crow search algorithm insert ignore into journalissuearticles values(CSA); version for solving optimization problems. The proposed method, named the opposite based CSA insert ignore into journalissuearticles values(ObCSA);, starts searching with individuals with higher fitness in the initial phase of the evolutionary process. In this way, it is aimed to improve the convergence performance of the basic CSA. To validate the proposed method, a set of benchmark test suit of different of features is chosen. Its convergence characteristic and statistical results are compared with the basic CSA. The results obtained show that the proposed method improves the convergence performance of the basic CSA. And the statistical results indicate that it manages to reach the near optimal solution and increases the quality of the solution.
Keywords : Crow search algorithm, opposite based learning, optimization

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