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›› 2003, Vol. 29 ›› Issue (07): 22-24.

• 论文 • 上一篇    下一篇

遗传算法及模糊、神经网络融合技术的研究

贺素良,王湘中,喻寿益   

  1. 中南大学信息科学与工程学院,中南大学信息科学与工程学院,中南大学信息科学与工程学院 长沙 410083 , 长沙 410083
  • 发布日期:2003-04-15

Research for Syncretized Technique of Gentic Algorithm and Fuzzy and Neural Network

HE Suliang, WANG Xiangzhong, YU Shouyi   

  1. (College of information Science & Engineering, Central South University, Hunan 410083)
  • Published:2003-04-15

摘要: 介绍了遗传算法与神经网络、遗传算法与模糊逻辑系统的融合方式及结构,并通过遗传算法、模糊、神经网络三者的融合技术对倒立摆进行控制,介绍了参数优化方法,说明了这种融合技术的可行性、实用性和通用性。

关键词: 遗传优化, 模糊控制, 神经网络, 融合技术

Abstract: The amalgamation manner and structure of both genetic algorithm and neural network and both genetic algorithm and fuzzy logic system are recommended, and hybrid technology of genetic algorithm and fuzzy neural network is used to control the inverted pendulum system, Parameter optimize methods are put forward. The feasibility and practicability and generalization are shown.

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