Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

System Identification Method Based On Improved Genetic Algorithms

Zeng Fanfeng; Ma Runjin; Cai Zixing (Research Institute of Intelligent Automation, North China Univ. of Tech., 100041, Beijing, China)  
In this paper, a system identification method based on improved genetic algorithm is introduced. Genetic algorithm is a global searching algorithm based on natural selection and natural genetic mechanics. In order to enhance optimal capability of algorithm, we use population migration and adaptive probability of mutation to modify algorithm. Simulation shows that the parameters converge to global optimization, with high robust and identification precision.
【Fund】: 国家自然科学基金;;博士点基金;;中国有色金属工业总公司归国人员科技基金
【CateGory Index】: TP18
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 TU Cheng\|yuan 1,TU Cheng\|yu 1,FENG Zhan\|ying 2 (1.Beijing Polytechnic University,Beijing 100022;2.College of Information of Beijing Union University,Beijing 100101,China);Automatic Control Systems Based on Bio-simulated Evolution[J];JOURNAL OF BEIJING UNION UNIVERSITY;2000-03
Chinese Journal Full-text Database 3 Hits
1 YUN Weimin and XI Yugeng (Department of Automation, Shanghai Jiao Tong University. Shanghai, 200030, PRC);The Analysis on Running Mechanism of Genetic Algorithm[J];CONTROL THEORY & APPLICATIONS;1996-03
2 YUN Weimin and XI Yugeng(Department of Automation, Shanghai Jiao Tong University. Shanghai, 200030, PRC);The Analysis of Global Convergence and Computational Efficiency for Genetic Algorithm[J];CONTROL THEORY & APPLICATIONS;1996-04
3 Hu Dewen Wang Zhengzhi(National University of Defense Technology);AN IDENTIFICATION METHOD FOR THE WIENER MODEL OF NONLINEAR SYSTEMS[J];Acta Automatica Sinica;1991-02
Chinese Journal Full-text Database 10 Hits
1 WU Da hong,ZHAO Ren da (Department of Bridge and Structural Engineering,Southwest Jiaotong University,Chengdu 610031,China);Research on the bridge health monitoring system based on genetic algorithms and neural network[J];Building Science Research of Sichuan;2002-03
2 JIANG Zhong (Department of Environmental Engineering and Electronic of Anhui Institute of Architecture,Hefei 230022,China);A Predictive Control Algorithm Based on Nonlinear Laguerre Model[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-02
3 YANG De-li, LIU Bai-yong, GONG Xue-hao, ZHENG Xue-ren, WU Zhao-hui (Department of Applied Physics, South China University of Technology, Guangzhou 510640, China);Optimization design of semiconductor devices using GA[J];Semiconductor Technology;2001-02
4 Wang Xiaogang,Yao Linsheng and Gan Junren(CAD Center,Shanghai Institute of Metallurgy,The Chinese Academy of Sciences,Shanghai 200050,China);VLSI Floorplanning Method Based on Genetic Algorithms[J];Chinese Journal of Semiconductors;2002-03
5 Xu Hongze\ Yan Yongtian College of Electronics and Information Engineering,Northern Jiaotong University, Beijing 100044) Xu Lixin (Department of Automatic Control,Beijing Institute of Technology, Beijing 100044);Study on the Generating Route Algorithm of Computer based Interlocking System[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1998-05
6 Yang Erfu Zhang Zhenpeng Liu Guoqiu (Beijing University of Aeronautics and Astronautics,School of Astronautics);Model and Algorithm of Inverse Problems on Fault Diagnosis for Propulsion Systems[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-06
7 Lu Xiangbin Li Xiaogang Lin Feng (Dept. of System Engineering of Engineering Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Reliability allocation and optimization for complex systems[J];Journal of Beijing University of Aeronautics and Astronautics;2004-06
8 Ma Junying Pan Lideng(Department of Chemical Automation);Optimal Input Signal and Its Generation for Testing Dynamic Systems[J];;1993-02
9 Zhong Yanjiong; Liu Dongfang; Wang Hao(Information Engineering School, UST Beijing, Beijing 100083, China);Identification and Application of Space Impulse Response[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1997-03
10 LI Qing, ZHENG Deling, TANG Yong, CHEN Zhanying (Information Engineering School, UST Beijing, Beijing 100083, China; Automation Research Institute of the Ministry of Metallurgical Industry Beijing 100071, China);A New Kind of Fuzzy Genetic Algorithm[J];Journal of University of Science and Technology Beijing;2001-01
Chinese Journal Full-text Database 10 Hits
1 Yu Jiadong (Equipment Department);Hydraulic Equipment in Hot Rolling Mill and the Envisage for Its Online Monitoring Diagnosis[J];BAO STEEL TECHNOLOGY;1998-01
2 MA Jun-ying LUO Yuan-hao PAN Li-deng (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China);Development of a kind of software to identify the parameter of PID model and the filter parameter of a closed-loop PID system with NLJ[J];Journal of Beijing University of Chemical Technology;2003-04
3 Wei Dong 1, 2, Zhang Minglian 2 (1.Dept. of Electrical Engineering and Automation, Beijing 100044; 2.School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083);Nonlinear Model Identification Based on Neural Networks[J];Journal of Beijing Institute of Civil Engineering and Architecture;2004-04
4 WANG Ju, LIU Heping Information Engineering School, UST Beijing, Beijing 100083, China;A Fast Algorithm for Recurrent Neural Networks[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-01
5 WANG Jing, ZHAO Yuanyuan Information Engineering School, UST Beijing, Beijing 100083, China;Optimization of PI Controller Parameters Using Genetic Algorithm[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-01
6 LI Bao kui (Dept. of Automatic Control, Beijing Institute of Technology, Beijing100081, China);Model Identification Theory Using Neural Network and Its Application in Plate Rolling Control[J];Journal of Beijing Institute of Technology;2002-03
7 JIANG Wan-lu, CHEN Dong-ning, YAO Cheng-yu 1.Yanshan University College of Machnical Engineering, Qinhuangdao Hebei 066004, China; 2.College of Electric Engineering, Yanshan University,Qinhuangdao Hebei 066004, China.;Correlation Dimension Analytical Method and its Application in Fault Diagnosis of Hydraulic Pump[J];Journal of Transcluction Technology;2004-01
8 WU Zhao cong (School of Remote Sensing and Information Engineering,Wuhan University, Wuhan 430079,China);Determination of Fractal Scaleless Range[J];Acta Geodaetica Et Cartographic Sinica;2002-03
9 LUI Jia (College of Mathematics and Computer Science, Chongqing Normal University, Chongqing 400047, China);Application in Parameter Estimation of Nonlinear System Based Upon Improved Genetic Algorithms of Cataclysmic Mutation[J];Journal of Chongqing Teachers College(Natural Science Edition);2004-04
10 LI Ping (Department of Electrical Engineering,Northeast Institute of Electric Power Engineering,Jilin City 132012);The Softare Development of Excitation Systemic Design and Performance Analysis Based on the MATLAB[J];Journal of Northeast China Institute of Electric Power Engineering;2000-04
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 CHU De xin;Survey on Evolutionary Computation and Its Application in Intelligent Control[J];Sci/tech Information Development & Economy;2004-12
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Fang Jianan, Shao Shihuang(China Textile Univenity);A Neural Network Controller Using Genetic Algorithms Learning[J];Control and Decision;1993-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved