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《Electric Power Science and Engineering》 2008-08
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Elman Network Based on Simulated Annealing Algorithm and Its Application in Thermal Processed Modeling

Gong Xuemin Hu Jing (Baoding Huadian Electric Power Design and Research Institute Co.,Ltd.,Baoding 071051,China)  
In this paper,weight values of both feedforward and feedback connections of Elman networks were obtained thmugh simulated annealing algorithm.The nonlinear model of thermal processes is established with the Elman networks,simulation study proved that the Elman network model by the use of simulated annealing algorithm, does not need complicated architecture,make a good match for the thermal processes plant,and has good generalization ability.
【CateGory Index】: TP183
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Chinese Journal Full-text Database 2 Hits
1 SHI Xiao-Hu1, LIANG Yan-Chun1,2+, XU Xu3 1(Key Laboratory of Symbol Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun 130012, China) 2(Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, The Chinese Academy of Sciences, Beijing 100080, China) 3(College of Mathematics Science, Jilin University, Changchun 130012, China);An Improved Elman Model and Recurrent Back-Propagation Control Neural Networks[J];Journal of Software;2003-06
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Chinese Journal Full-text Database 10 Hits
1 ZHANG Shu-yan,ZHAO Dan-hua(College of Computer Science and Technology,Changchun University,Changchun 130022,China);Directing chaotic orbit and chaotic synchronization based on immune algorithm[J];Journal of Changchun University;2006-04
2 NIU Da-peng1,2,WANG Fu-li1,2,HE Da-kuo2,JIA Ming-xing2(1.Key Laboratory of Integrated Automation of Process Industry,Ministry of Education,Northeastern University,Shenyang 110004,China;2.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Nosiheptide Fermentation Process Modeling Based on Elman Neural Network Ensemble[J];Journal of Northeastern University(Natural Science);2009-06
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China Proceedings of conference Full-text Database 4 Hits
1 Su Gang Wang Lingling Xu Yongsheng (Department of Electron and Information Engineering, Tianjin Institute of Urban Construction, Tianjin 300384, China) (Department of Thermal Engineering, Tianjin Institute of Urban Construction, Tianjin 300384, China);Gas load forecasting with improved Elman network[A];[C];2006
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