| 单纯形遗传优化算法在陶瓷配方中应用 |
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| 引用本文： | 程翔,章镇,肖绚.单纯形遗传优化算法在陶瓷配方中应用[J].中国陶瓷,2011(7). |
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| 作者姓名： | 程翔 章镇 肖绚 |
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| 作者单位： | 景德镇陶瓷学院;景德镇四中; |
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| 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。
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| 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 |
SIMPLEX GENETIC OPTIMIZATION ALGORITHM APPLICATION IN CERAMIC FORMULATIONS |
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| Cheng Xiang,Zhang Zhen,Xiao Xuan.SIMPLEX GENETIC OPTIMIZATION ALGORITHM APPLICATION IN CERAMIC FORMULATIONS[J].China Ceramics,2011(7). |
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| Authors: | Cheng Xiang Zhang Zhen Xiao Xuan |
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| Affiliation: | Cheng Xiang1,Zhang Zhen2,Xiao Xuan1(1 Jingdezhen Ceramic Institute,Jingdezhen 333403,2 Jingdezhen Fourth Middle School,Jingdezhen 333000) |
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| Abstract: | 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. |
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| Keywords: | ceramic formula global optimization simplex genetic algorithm genetic algorithms simplex method |
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