基于遗传编程进化规划的变异算子的自动化设计

Automatic Design of Mutation Operators in Evolutionary Programming Based on Genetic Programming

变异是进化规划的唯一算子,随着计算机技术的迅猛发展,以及研究人员在该领域近15年的不断研究,利用计算机寻找变异算子的方法成为可能,并得以实现——即通过遗传编程的方法寻找变异算子.通过新方法找出的变异算子,使进化规划算法的效率获得大幅提升.

Mutation operator is the only operator in evolutionary programming. Along with the rapid development of computer technology, it becomes possible to search mutation operators by computer on the basis ot- 15 years researches in this field, that is to search mutation operators by genetic programming. The mutation operators obtained by the new method improved the efficiency of evolutionary programming algorithm greatly.