基于GA的进化算法模式研究

Research of Evolution Arithmetic Based on GA

文章在国内外关于进化算法模式研究的基础上,运用GA为代表性模拟进化算法的工作原理,结合遗传算法提出用多点交叉算子替代单点交叉算子,并进行分析和推理。给出模式进化算法的公式和遗传学背景,得出在进化算法中进化能力强的模式将以指数阶递增。

Based on study about evolution arithmetic method in every country, this paper exert principle of simulation evolution arithmetic and combine inherit arithmetic, put forward to take muhipoint crossing operator place of alone point crossing operator and carry through analysis- reasoning. At last, attain formula of pattern evolution arithmetic and genetics background of pattern evolution arithmetic, gain conclusion： the mode of strong conclusion ability increase in exponent rank.