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《Science Technology and Engineering》 2008-08
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Vibration Reduction Method of Neural Network-Fuzzy Control Based on Genetic Algorithm

NING Xiang-liang, HUANG Dong-yang, TAN Ping1, ZHOUFu-lin1( Harbin Institute of Technology Shenzhen Graduate School, Shenzhen 518055, P. R. China;Earthquake Engineering Research Test Center, Guangzhou University1, Guangzhou 510405, P. R. China)  
Using genetic algorithmto optimize the control rules to overcome the difficulty of acquisition of empir-ical rules for fuzzy logic controller, a weight-sum-approach method is employed here to realize the multi-objectiveoptimal control. In order to reduce time delay, BP neural network is employed here to predict the inputs of fuzzylogic controller also. Trough the analysis of76-story wind-excited Benchmark model, the result shows that the neu-ral network-fuzzy control (NN-FLC) method performs closely as the LQG under ideal condition; but in the case ofuncertainty in stiffness of structures, the stability and robustness of this control method have been demonstrated, itperforms much better than LQG.
【Fund】: 国家自然科学基金项目(50608021);; 国家教育部博士点专项基金(20061078001)资助
【CateGory Index】: TU352.1
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 XU Yu-ye,WANG Quan-feng (Department of Civil Engineering,National Huaqiao University,Quanzhou 362011,China);Structural optimization based on hopfield neural networks[J];Building Science Research of Sichuan;2002-02
2 LI Zhong-xian, YANG Xiao-ming, DING Yang (School of Civil Engineering, Tianjin University, Tianjin 300072, China);Research on substructural damage identification of large cable-stayed bridges using artificial neural networks[J];Earthquake Engineering and Engineering Vibration;2003-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HAN Shi-fen (Department of Computer Science, University of Ezhou, Ezhou, Hubei 436000);Application of Fuzzy Adaptive Genetic Algorithm in Reactive Power Compensation Optimization of Countryside Power Station[J];Journal of Anhui Agricultural Sciences;2008-08
2 ZHANG Lin-jia,LIU Chen-qi(Department of Computer,Anshan Normal University,Anshan Liaoning 114007,China);Research and Application of Pareto Genetic Algorithm for Multi-objective Optimization[J];Journal of Anshan Normal University;2008-04
3 WEI Jian-jun1,KONG Yong-jian2,GUAN Yan-bin1 (1.Heilongjiang Institute of Engineering,Heilongjiang 150050,China;2.School of Civil Engineering and Architecture,Beijing Jiaotong University, Beijing 100044,China);Multiobjective Optimization in Pavement Maintenance and Rehabilitation Programming[J];Journal of Beijing Jiaotong University;2007-01
4 ZONG Shi-zeng,QIAN Lin-fang,XU Ya-dong (School of Mechanical Engineering,Nanjing University of Science and Technology, Nanjing 210094,Jiangsu,China);Dynamic Coupling Analysis and Optimization of Gun Recoil Mechanism[J];Acta Armamentarii;2007-03
5 Li Changlong Cheng Peng(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Chen Xiaobo Chai Xudong(Beijing Simulation Center,Beijing 100854,China);Parallel multi-objective genetic algorithm by adding area penalty[J];Journal of Beijing University of Aeronautics and Astronautics;2005-11
6 WANG Li~1,LIU Yu-shu~1,XU Yuan-qing~2(1.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.School of Chemical Engineering and Environment,Beijing Institute of Technology,Beijing 100081,China);Online Elite Archiving in Multi-Objective Particle Swarm Optimization[J];Transactions of Beijing Institute of Technology;2006-10
7 WANG Yue, FENG Shun-shan(State Key Laboratory of Explosion Science and Technology, Beijing Institute of Technology, Beijing 100081, China);Path Planning for the Loitering Detection of Aircraft[J];Transactions of Beijing Institute of Technology;2007-03
8 WANG Yue,LI Dong-guang,SHEN Qiang (School of Aerospace Science and Engineering,Beijing Institute of Technology,Beijing 100081,China);Path Planning for the Attack Stage of a Loitering Unit[J];Transactions of Beijing Institute of Technology;2008-01
9 LAI Zhi-zhu(Department of Mathematics,Bijie University,Bijie,Guizhou 551700,China);Solving Knapsack Problem Based on Improved Genetic Algorithms[J];Journal of Bijie University;2009-04
10 SU Zhi-yuan,ZHOU Xiao-guang,LIAO Qi-zheng(School of Automation,Beijing University of Posts and Telecommunications,Beijing 100876,China);Intelligent Distribution Model Design of Virtual Logistics Center[J];Journal of Beijing University of Posts and Telecommunications;2006-01
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 YAN Shi; LIn Gao; LI Xiao -guang; LI Hong - nan(Civil Engineering Department, Dalian University of Technology, Dalian 116023, China,Building Design and Research Institute of Liaoning Province. Shenyang, 110005, China,Civil Engineering Department. Shenyang;Fuzzy vibration control of adjacent structures[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;2000-02
2 Wang Deshan~(1), Chen Shuisheng~(2), Lu Qifa~3(1.Highway Management Bureau of Shangrao Jiangxi, Shangrao 343000, China; 2.Department of Civil Engineering,East-China JiaotongUniversity, Nanchang 330013,China; 3.Consultation Center of Jiangxi Communication Engineering,Nanchang 330013,China);Fuzzy semi-active control for civil engineering structure by using magnetorheological dampers subjected to seismic excitation[J];Earthquake Engineering and Engineering Vibration;2005-04
3 SUO Shengjun1, SUN Guangwei1, WANG Yan2(1Department of Mechnical &Electrical Engineering, Harbin University of Civil Engineering &Architecture, Harbin 150006, China;2Institute of Research and Design,Harbin University of Civil Engineering &Architecture, Ha;The performance comparison of several kinds of modified BP algorithm[J];JOURNAL OF HARBIN UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE;2000-01
4 Wu Jianguo\ \ Zhao Liping (East China Shipbuilding Institute, Zhenjiang, 212003, P.R. China);Neural network method for structural engineering optimization[J];CHINESE JOURNAL OF COMPUTATIONAL MECHANICS;1998-01
5 CHEN RONG\ XU YONGMAO LAN HONGSEN (Fujian Refinery, Fujian Hui'an 362100);RESEARCH ON MULTILAYER FEEDFORWARD NEURAL NETWORKS[J];;1997-01
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