• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2014, Vol. 36 ›› Issue (05): 923-928.

• 论文 • Previous Articles     Next Articles

Adjustive fishing strategy optimization algorithm          

LI Jingyang1,2,WANG Yong1,LI Chunlei3   

  1. (1.College of Information Science and Engineering,Guangxi University for Nationalities,Nanning 530006;
    2.Environmental Protection Monitoring Station of Nanning,Nanning 530012;
    3.Nanning Power Supply Bureaus,Nanning 530031,China)
  • Received:2012-10-22 Revised:2013-01-21 Online:2014-05-25 Published:2014-05-25

Abstract:

In order to overcome the shortcomings that basic FSOA is easily trapped in local optimum and unable to solve the highdimensional complex optimization problems,an improved FSOA,named ADjustive Fishing Strategy Optimization Algorithm (ADFSOA),is proposed.In the algorithm,every fisherman (searcher) uses a timevarying searchradius and can adjust his searching strategy according to his own state.Numerical experiments show that,compared with basic FSOA,RFSOA and standard PSO,the proposed algorithm is much superior to other algorithms and can be used to solve the complex highdimensional optimization problems.
  

Key words: FSOA;ADFSOA;time-varying search radius;adjustive factor