Matlab遗传算法工具箱的应用

Matlab遗传算法(GA)优化工具箱是基于基本操作及终止条件、二进制和十进制相互转换等操作的综合函数库.其实现步骤包括:通过输入及输出函数求出遗传算法主函数、初始种群的生成函数,采用选择、交叉、变异操作求得基本遗传操作函数.以函数仿真为例,对该函数优化和GA改进,只需改写函数m文件形式即可.

Application of Genetic Algorithm Toolbox Based on Matlab

The optimization toolbox of Matlab genetic algorithm (GA) is a excellent generalized function library is to bases on basic operation and terminate term, the inter-conversion between binary system and ten system the system etc. Its step includes: the main function of GA and the creation functions of initial population was calculated through inputting and outputting functions, and the basic functions of genetic operation was computed by choosing, interlacing, and aberrance functions to realize the system. Take the function simulation as an example, the optimization of function and improvement of GA were achieved by modification the file format of m function.