The application of fuzzy-neural network based on HGA in the washing machine control system

摘要：

This paper has combined neural network with fuzzy control and achieved the self-learning and adaptive of fuzzy-controller, has realized the control of washing machines by a fuzzy-neural network optimization algorithms based on Hierarchical Genetic AIgorithm(HGA).ln addition, fuzzy neural network structure and weight parameters have been optimized and the optimal control of the washing machine with characteristics of non-linear, time-varying, interference and pure -delay has been achieved.

关键词： Hierarchical Genetic Algorithm (HGA) Fuzzy neural network Washing machine control system

作者: Wang Gui-juan Xu Hong-dong Wang Zuo-xun Zhang Xu-guang

作者单位: School of Information and Electrical Engineering Shandong Jianzhu University Jinan, China School of Information and Control Engineering Shandong Institute of Light Industry Jinan, China

会议类型: 国际会议

会议名称: 2010 International Conference on Intelligent Computation Technology and Automation(2010 智能计算技术与自动化国际会议 ICICTA 2010)

会议地点: 长沙

会议语种:英文

页码: 3064-3067

在线出版日期: 2010-05-11（万方平台首次上网日期，不代表论文的发表时间）