Application of Hopfield Neural Networks Approach in Solar Energy Product Conceptual Design

作     者：XIA Zhi-qiu WANG Ling REN Na WEI Xiao-peng ZHANG Qiang ZHAO Ting-ting 

作者机构：Department of Computer ScienceCollage of EngineeringUniversity of Leicester The archivesDalian University Department of Information Engineering Shenyang Institute of Engineering Key Laboratory of Advanced Design and Intelligent ComputingDalian University Ministry of Education 

基　　金：Partially Supported by National Natural Science Foundation of China(No.50975033,No.60875046) Education Office of Liaoning Province(No.LR2013060) Natural Science Foundation of Liaoning Province(No.2013020123) 

出 版 物：《Computer Aided Drafting,Design and Manufacturing》 (计算机辅助绘图设计与制造（英文版）)

年 卷 期：2013年第23卷第2期

页      码：48-52页

摘      要：A new product conceptual design approach is put forward based on Hopfield neural networks models. By research on the mechanisms of Hopfield neural networks, the associative simulation approaches are proposed. The approach is given by Hebb learn- ing law, Hopfield neural networks and crossover and mutation. The calculating models and the calculating formulas for the concep- tual design are put forward. Finally, an example for the conceptual design of a solar energy lamp is given. The better results are ob- tained in the conceptual design.

主 题 词：Hopfield neural networks conceptual design solar energy 

学科分类：12[管理学] 1201[管理学-管理科学与工程类] 080703[080703] 08[工学] 081104[081104] 0807[工学-电子信息类] 0835[0835] 0811[工学-水利类] 0812[工学-测绘类] 

D　O　I：10.19583/j.1003-4951.2013.02.010

馆 藏 号：203153448...