摘要
遗传算法中编码机制对交叉和变异的搜索能力有重要影响,为了弥补单一编码遗传算法求解复杂问题时所带来的局限性,混合编码遗传算法受到越来越多的研究者关注。本文重点介绍了混合编码遗传算法中的混合编码问题——多参数级联和多参数交叉编码,分析了由二进制,十进制和浮点数等编码组成的混合编码遗传算法的几种实现过程以及混合编码遗传算法在各行业的应用。
Encoding mechanism of genetic algorithm have important influence on the search capabilities of crossover and mutation .In order to make complete the limitation of the single-encoded genetic algorithm as solving the complex problems ,hybrid encoding genetic algorithm attracts an increasing researchers＇ attention. This paper introduces the hybrid encoding problem of hybrid encoding genetic algorithm Multi-parameter cascade and multi-parameter cross-coding, analysis the hybrid encoding maked up by the binary, decimal, and float numbers, the implementation process of hybrid encoding genetic algorithm, and the application of hybrid encoding genetic algorithm in various industries.
出处
《科技广场》
2009年第9期29-32,共4页
Science Mosaic
关键词
遗传算法
混合编码
交叉
变异
Genetic Algorithm
Hybrid Encoding
Crossover
Mutation
