Evolutionary Algorithms,Genetic Algorithm 进化算法和遗传算法二者有啥区别

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EvolutionaryAlgorithms,GeneticAlgorithm进化算法和遗传算法二者有啥区别EvolutionaryAlgorithms,GeneticAlgorithm进化算法和遗传

Evolutionary Algorithms,Genetic Algorithm 进化算法和遗传算法二者有啥区别
Evolutionary Algorithms,Genetic Algorithm 进化算法和遗传算法二者有啥区别

Evolutionary Algorithms,Genetic Algorithm 进化算法和遗传算法二者有啥区别
Evolutionary Algorithms:进化算法;
Genetic Algorithm:遗传算法;
进化算法包括遗传算法、进化程序设计、进化规划和进化策略.
基于对生物进化机制的模仿,共产生进化算法的四种典型模型:
①遗传算法 Genetic Algorithm,GA
②进化规划 Evolutionary Programming,EP
③遗传规划 Genetic Programming,GP
④进化策略 Evolution Strategy, ES
虽然这些概念的内涵有一定的差别,它们有各自不同的侧重点,各自有不同的生物进化背景,各自强调了生物进化过程中的不同特性,但本质上都基于进化思想的,都能产生鲁棒性较强的计算机算法,适应面较广,因此又称它们为进化算法或进化计算.

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