| 基于MATLAB平台的遗传算法工具包 |
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| 引用本文： | 刘勇,刘宝坤,等.基于MATLAB平台的遗传算法工具包[J].天津大学学报(自然科学与工程技术版),2001,34(4):490-494. |
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| 作者姓名： | 刘勇 刘宝坤 |
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| 作者单位： | [1]天津大学管理学院，天津300072 [2]天津大学电气自动化及能源工程学院，天津300072 |
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| 摘 要： | 在分析遗传算法要素的基础上，编写了基于Matlab的遗传算法工具包（GAToolbox），该工具具有运行稳定，结构灵活，扩展方便的特点，并易与Matlab的其他工具包结合使用，给出了Matlab遗传算法工具包的三个成功应用实例；1）采用遗传算法工具包构造递阶遗传算法，2）基于遗传算法的径向基径神经网络学习算法；3)遗传算法优化化工过程操作条件，说明Matlab遗传算法工具包的稳定性和实用性。
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| 关 键 词： | 遗传算法 Matlab 递阶遗传算法 径向基神经网络 催化精馏 工具包 |
| 文章编号： | 0493-2137(2001)04-0490-05 |
| 修稿时间： | 2000年6月1日 |
REALIZATION AND APPLICATION OF GENETIC ALGORITHM OOLBOX BASED ON MATLAB |
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| LIU Yong ,LIU Bao kun ,LI Guang quan.REALIZATION AND APPLICATION OF GENETIC ALGORITHM OOLBOX BASED ON MATLAB[J].Journal of Tianjin University(Science and Technology),2001,34(4):490-494. |
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| Authors: | LIU Yong LIU Bao kun LI Guang quan |
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| Institution: | LIU Yong 1,LIU Bao kun 2,LI Guang quan 1 |
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| Abstract: | Based on the analysis of genetic algorithm, a Matlab based genetic algorithm toolbox is realized. The toolbox provides a stable, flexible and extendible platform for applying and developing genetic algorithms. It also provides a convenient method to combine GA with other ToolBox of Matlab. Three examples of successful application of GA Toolbox based on Matlab are given to show its practicability and stability of the toolbox in this paper. They are 1) to realize hierarchical genetic algorithm using GA toolbox, 2) to optimize operation parameters of DMC catalytic distillation system using GA Toolbox, 3) to realize RBF Neural Network hybrid genetic algorithm. |
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| Keywords: | genetic algorithms Matlab hierarchical genetic algorithms RBF NN catalytic distillation |
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