Journal of Jishou University(Natural Sciences Edition)

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Application of a New Bio-Inspired Algorithm in Optimization Problem

YIN Yumin,LI Shuai,MA Chuan,LIAO Bolin   

  1. (1.College of Information Science and Engineering,Jishou University,Jishou 416000,Hunan China;2.Department of Computing,Hong Kong Polytechnic University,Hong Kong)
  • Online:2018-11-25 Published:2018-12-21

Abstract:

Based on the observation of two major survival rules of a species of woodlice,i.e.,porcellio scaber (PS),we design and propose an algorithm called the PS algorithm for solving optimization problems.PS algorithm and PSO algorithm are used to solve a benchmark optimization problem,i.e.,McCormic function.The comparative experimental results validate the efficacy and the superiority of the proposed PS algorithm.

Key words: bio-inspired algorithms, PS algorithm, optimization solution, McCormic function

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