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| 基于MATLAB的遗传神经网络的设计与实现 | |
| 引用本文： | 欧阳玉梅,马志强,方若森. 基于MATLAB的遗传神经网络的设计与实现[J]. 信息技术, 2008, 32(6) |
| 作者姓名： | 欧阳玉梅 马志强 方若森 |
| 作者单位： | 1. 东北师范大学计算机学院,长春,130117;伊犁师范学院,奎屯,833200 2. 东北师范大学计算机学院,长春,130117 3. 伊犁师范学院,奎屯,833200 |
| 摘 要： | 介绍遗传神经网络以及运用MATLAB工具箱构造遗传神经网络的方法,并详细阐述网络实现的关键问题,包括设计网络架构、选取学习规则、进化训练权重与阈值.给出应用示例,体现出用MATLAB语言建立、训练和仿真网络的编程将会非常容易.通过与BP神经网络的比较,说明遗传神经网络的优良性能. |
| 关 键 词： | 神经网络 遗传算法 MATLAB MATLAB 遗传神经网络 设计 based network realization 优良性能 比较 编程 仿真网络 语言 应用 阈值 权重 训练 学习规则 选取 网络架构 问题 网络实现 |
Design and realization of genetic-neural network based on MATLAB |
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| OUYANG Yu-mei,MA Zhi-qiang,FANG Ruo-sen. Design and realization of genetic-neural network based on MATLAB[J]. Information Technology, 2008, 32(6) | |
| Authors: | OUYANG Yu-mei MA Zhi-qiang FANG Ruo-sen |
| Affiliation: | OUYANG Yu-mei1,2,MA Zhi-qiang1,FANG Ruo-sen2(1.College of Computer,Northeast Normal University,Changchun 130117,China,2.Yili Normal College,Kuitun 833200,China) |
| Abstract: | This paper introduces genetic-neural network,and a method using the MATLAB tool kit to design genetic-neural network is introduced.Moreover the key issues of network's realization,which include designing network architecture,selecting learning regulation,evolutionary training weight and threshold are illustrated in detail.The application example is given out.It can be easily that creating a network,training a network and simulating a network with MATLAB language.The efficiency of genetic-meural metwork is s... |
| Keywords: | neural networks genetic algorithms MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |