基于领导者竞争策略的改进猎人猎物优化算法OACSTPCD

Aiming at the problems of low optimization accuracy and easy to fall into local optimization of hunter prey optimiza-tion algorithm,this paper proposed an improved hunter prey optimization algorithm based on leader competitive strategy.First-ly,this paper randomly divided the population into three subgroups and adopted different search strategies to expand the search scope.Secondly,it adopted an elite combination mutation strategy to enhance the diversity of population offspring and avoid lo-cal optima.Finally,it proposed a leader competitive strategy,used the information exchange between individuals,integrated va-rious strategies,and screened out the optimal variables.Through numerical experiments and application to engineering optimiza-tion problems,the results show that the proposed algorithm has better optimization ability than the comparison algorithm,veri-fying the effectiveness and reliability of the improved strategy.