智能算法及其混合优化策略研究

智能算法已经成为解决大规模组合优化问题的有效方法,但每一种算法又有各自的适用域和局限性,因而算法融合的思想便开始被研究应用,大量研究也表明算法的混合策略有更高的优化效率。首先阐述目前常用的几种智能算法思想,分析各自优缺点,继而针对单一算法的不足,探讨了几种算法混合优化策略思想,最后对进一步的研究做出展望。

Study on Intelligence Algorithms and Hybrid Optimization Strategy

It has been an effective way for intelligence algorithms to solve many combinational optimization problems,but every algorithm has its own application domain and limitations,so the thinking of hybrid algorithm has been studying and using,and its high optimization efficiency has been proved by a lot of study.On this paper,first,it shows the theory of several in common usage intelligence algorithms,and analyses the advantages and disadvantages of them;then,because of the disadvantages of single algorithm,we explore several optimization strategies of hybrid algorithms;finally,outlook the further study.