摘要
采用了遗传算法对Nelder-Mead单纯形法进行优化,提出了单纯形遗传优化算法,利用遗传算法的变异操作来增强单纯形法的全局搜索能力,并解决标准遗传算法局部搜索能力较弱的问题。将该算法应用于陶瓷配方设计,与单纯形法运算的结果进行了对比,实验结果验证了该算法的优越性。
We use a genetic algorithm to optimize Nelder-Mead simplex method, and propose a simplex genetic optimization algorithm, which makes use of genetic algorithms to enhance the simplex method capability of global searching, and solves the problem of the standard genetic algorithm weak local search ability. The algorithm is used in ceramic formulations and we compare it with the standard simplex method and it is concluded that the algorithm is robust and superior to the standard algorithm.
出处
《中国陶瓷》
CAS
CSCD
北大核心
2011年第7期42-44,共3页
China Ceramics
关键词
陶瓷配方
全局优化
单纯形遗传优化算法
遗传算法
单纯形法
ceramic formula, global optimization, simplex genetic algorithm, genetic algorithms, simplex method
