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《控制理论与应用(英文版)》 2008-02
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A new adaptive mutative scale chaos optimization algorithm and its application

Jiaqiang E 1,2, Chunhua WANG 1, Yaonan WANG 2, Jinke GONG 1 (1.College of Mechanical and Automotive Engineering, Hunan University, Changsha Hunan 410082, China; 2.College of Electrical and Informational Engineering, Hunan University, Changsha Hunan 410082, China)  
Based on results of chaos characteristics comparing one-dimensional iterative chaotic self-map x = sin(2/x) with infinite collapses within the finite region[-1,1] to some representative iterative chaotic maps with finite collapses (e.g., Logistic map, Tent map, and Chebyshev map), a new adaptive mutative scale chaos optimization algorithm (AMSCOA) is proposed by using the chaos model x = sin(2/x). In the optimization algorithm, in order to ensure its advantage of speed convergence and high precision in the seeking optimization process, some measures are taken: 1) the searching space of optimized variables is reduced continuously due to adaptive mutative scale method and the searching precision is enhanced accordingly; 2) the most circle time is regarded as its control guideline. The calculation examples about three testing functions reveal that the adaptive mutative scale chaos optimization algorithm has both high searching speed and precision.
【Fund】: Hunan Provincial Natural Science Foundation of China (No. 06JJ50103);; the National Natural Science Foundationof China (No. 60375001)
【CateGory Index】: TN911
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【Citations】
Chinese Journal Full-text Database 6 Hits
1 WANG Ling 1,ZHENG Da-zhong 1,LIN Qing-sheng 2 (1.Dept.of Automation, Tsinghua University, Beijing 100084; 2.Dept.Of Physics,BUAA 100083);Survey on Chaotic Optimization Methods[J];Computing Technology and Automation;2001-01
2 LI Bing and JIANG Weisun(Research Institute of Automatic Control, East China University of Science & Technology. Shanghai,200237,PRC);Chaos Optimization Method and Its Application[J];CONTROL THEORY & APPLICATIONS;1997-04
3 PAN Yongxiang,\ XU Qianfeng\ and\ GAO Hongmei (School of Automation & Information, Xi'an University of Technology \5 Xi'an,710048,P.R.China);The Research of the Fuzzy Control Algorithm Optimization Based on Chaos[J];CONTROL THEORY & APPLICATIONS;2000-05
4 Zhang Tong(Beijing University of Aeronautics and Astronauics)\ Wang Hongwei, Wang Zicai(Harbin Insititute of Technology);Mutative Scale Chaos Optimization Algorithm and Its Application[J];CONTROL AND DECISION;1999-03
5 YAO Jun Feng MEI Chi PENG Xiao Qi (Department of Applied Physics and Thermal Engineering, Central South University, Changsha 410083);THE APPLICATION RESEARCH OF THE CHAOS GENETIC ALGORITHM(CGA) AND ITS EVALUATION OF OPTIMIZATION EFFICIENCY[J];;2002-06
6 QIAN Fucai FEI Chuhong WAN Baiwu(Institute of Systems Engineering, Xi′an Jiaotong University, Xi′an 710049);A HYBRID ALGORITHM FOR FINDING GLOBAL MINIMUM[J];INFORMATION AND CONTROL;1998-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DENG Jian-bin,YE Hong-jiang(Guangzhou Huadu Power Supply Company,Guangzhou 510800,China);Reactive Power Optimization of Distribution Network Based on CGA[J];Journal of Anhui Electrical Engineering Professional Technique College;2006-03
2 GUO Xin-zhong(Dept.of Elec.Engn.,Anhui University of Technology and Science,Wuhu 241000,China);Equivalent transform for bilevel multi-objective decision making problems and its global optimization methods[J];Journal of Anhui University of Technology and Science(Natural Science);2007-01
3 ZHAO Hui,GAO Zi-you(School of Traffic and Transportation,Beijing Jiaotong University,Beijing 100044,China);Chaos Search Method for Variational Inequality Problems[J];Journal of Beijing Jiaotong University;2006-06
4 Shi Xiaorong\ Zhang Minglian(School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Human-imitating control based on chaotic neural networks[J];Journal of Beijing University of Aeronautics and Astronautics;2004-09
5 Zhou Shengqiang Xiang Jinwu(School of Aeronautic Science and Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Chaos-simplex-based hybrid algorithm to collaborative optimization of aircraft design[J];Journal of Beijing University of Aeronautics and Astronautics;2006-08
6 LIANG Ruixin, ZHENG Deling (Information Engineering School,UST Beijing,Beijing 100083,China);A Hybrid Optimization Algorithm Based on Nested Intervals Chaos Search[J];Journal of University of Science and Technology Beijing;2002-03
7 GUO Xingzhong, MA JianDept. of Electrical Engineering, Anhui University of Technology and Science, Wuhu 241000, China;Chaos genetic searching algorithm for bilevel multi-objective programming problems and its applications[J];Journal of University of Science and Technology Beijing;2006-07
8 XIU Chun-bo,TANG Yun-yu,LIU Xiang-dong,ZHANG Yu-he(Department of Automatic Control, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);Application of Chaos Simulated Annealing in Function Optimization[J];Journal of Beijing Institute of Technology;2004-10
9 LIU Xiang-dong~1,XIU Chun-bo~2,LIU Cheng~1,LI Li~1(1.Department of Automatic Control,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.Department of Automatic Control,Tianjin Polytechnic University,Tianjin 300160,China);Hysteresis Model of Piezoceramics Based on Chaotic Neural Networks[J];Transactions of Beijing Institute of Technology;2006-02
10 LIU Dan,CAO Yuan-da,ZHANG Chang-you,YU Jiong(School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Optimal Grid Service Composition with Fuzzy Constraint and Performance Evaluation[J];Transactions of Beijing Institute of Technology;2007-11
China Proceedings of conference Full-text Database 10 Hits
1 WANG Yan1 QIAO Shanping2 SUN Hongwei3 LIU Jinglu2 1. School of Information Science and Engineering, Jinan University, Jinan 250022, China 2. Computer Center, Jinan University, Jinan 250022, China 3. School of Science, Jinan University, Jinan 250022, China;Optimization Method of BP Network Weights Based on Chaos Genetic Strategy[A];[C];2003
2 Haiyan Gao; Bo Wang Department of Automatic Control Beijing Institute of Technology Beijing 100081,China;The application of ameliorated chaos optimization algorithm in linear quadratic regulation[A];[C];2003
3 YANG Xin, LIU Xiaoyun(Dept. of Automation Eng., UEST of China Chengdu 610054);A Chaos Optimization Algorithm based on Simplex[A];[C];2004
4 JIANG Chong, WANG Zheng-lei, QIAN Feng (Institute of automation,East China University of Science and Technology,Shanghai 200237,China);A survey on the methods of optimization of fuzzy control rules[A];[C];2005
5 Feng Chun Xie Jin Li BaiLin Chen Yong (School of Mechanical Engineering,Southwest Jiaotong University,Sichuan 610031,China);Survey on Chaos Optimization Algorithms[A];[C];2004
6 XU Yao-qun, YAO Feng-ge (Center for Control Theory and Guidance Technology. Harbin Institute of Technology, Harbin 150001, China; Institute of System Engineering, Harbin University of Commerce, Harbin 150028, China.;Chaos DFP algorithm for packing problem[A];[C];2005
7 SONG Ying, CHEN Zeng-qiang, YUAN Zhu-zhi (Department of Automation,Nankai University, Tianjin 300071, China.;A New Chaotic Particle Swarm Optimization and Its Application in Nonlinear System Identification[A];[C];2006
8 HUANG Meng, LIU He (College of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China.;Chaotic Search Solution for Partners Selection in Dynamic Alliance[A];[C];2006
9 LIANG Rui-xin, ZHENG De-ling, DUAN Hui-da, WANG Ying (Information Engineering School, University of Science and Technology Beijing, 100083);A hybrid genetic algorithm based on nested intervals chaos search[A];[C];2002
10 Chen Jie, Xin Bin, Dou Lihua Department of Automatic Control, School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081;Convergence and Dispersion in Intelligent Optimizers[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhu Qixin Hu Shousong Hou Xia (College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China);Research of stochastic stability of networked control systems with long delay[J];Journal of Southeast University (Natural Science Edition);2003-03
2 HUANG Jian, GUAN Zhihong, WANG Zhongdong Department of Control Science & Engineering, Huazhong University of Science & Technology, Wuhan, Hubei 430074, P.R. China;Exponential stability for networked control systems based on the model of nonlinear discrete-time system with time-varying delay[J];重庆大学学报(英文版);2004-01
3 ZHANG Ping, WANG Guizeng and ZHOU Donghua (Department of Automation,Tsinghua University·Beijing,100084,P.R.China);Fault Diagnosis Methods for Dynamic Systems[J];CONTROL THEORY & APPLICATIONS;2000-02
4 Yu Zhixun, Chen Huitang, Wang Yuejuan (Tongji University);Research on Mean Square Exponential Stable of Time-delayed Network Control System[J];CONTROL AND DECISION;2000-03
5 SUN Hai-yan, HOU Chao-zhen (Department of Automatic Control, Beijing Institute of Technology, Beijing 100081, China);Stability of networked control systems with data packet dropout and multiple-packet transmission[J];Control and Decision;2005-05
6 MA Wei-guo,SHAO Cheng(Research Center of Information and Control,Dalian University of Technology,Dalian 116024,China.);Stability analysis for networked control systems with long transmission delay and data packet dropout[J];Control and Decision;2007-01
7 WANG Fei Yue 1 WANG Cheng Hong 2 1 (The Intelligent Control and Systems Engineering Center, Institute of Automation Chinese Academy of Sciences, Beijing 100080) 2 (Information Science Division, The National Natural Science Foundation, Beijing 100085);ON SOME BASIC ISSUES IN NETWORK-BASED DIRECT CONTROL SYSTEMS[J];;2002-S1
8 QIU Shen-Shan DENG Fei-Qi LIU Yong-Qing (Department of Automatic & Engineering, South China University of Technology , Guangzhou 510640);A Generalized Updating Rules Using Hopfield-Type Neural Networks for Optimization Problems[J];Acta Automatica Sinica;2004-04
9 FAN Wei-hua, CAI Hua,WU Xiao-bei, HU Wei-li (Department of Automation, NUST, Nanjing 210094, China);Stability of Networked Control Systems with Time-delay and Data Packet Dropout[J];Journal of Nanjing University of Science and Technology;2004-05
10 YU Zhi xun, CHEN Hui tang, WANG Yue juan (Department of Electrical Engineering,Tongji University,Shanghai 200092,China);Design of Closed Loop Network Control System Based on H_∞ and μ-synthesis[J];Journal of Tongji University;2001-03
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 Zhang Yale Xu Bowen Fang Chongzhi (Department of Automation,Tsinghua University,Beijing, 100084) Kang Biao (Fujian Refining and Chemical Co,Ltd,Huian, 362100);Application of an Improved Genetic Algorithm in Optimization of Crude Oil Distillation Process[J];CONTROL AND INSTRUMENTS IN CHEMICAL INDUSTRY;1997-03
2 LI Bing and JIANG Weisun(Research Institute of Automatic Control, East China University of Science & Technology. Shanghai,200237,PRC);Chaos Optimization Method and Its Application[J];CONTROL THEORY & APPLICATIONS;1997-04
3 ZHANG Xiaohui, DAI Guanzhong and XU Naiping(Department of Automatic Control, Northwestern Polytechnical University. Xi'an, 710072, PRC);The Study on Drawing and Filtering Fuzzy Control Rules by Using Genetic Algorithms[J];CONTROL THEORY & APPLICATIONS;1998-03
4 WANG Ling and ZHENG Dazhong (Department of Automation,Tsinghua University·Beijing,100084,P.R.China);A Kind of Chaotic Neural Network Optimization Algorithm Based on Annealing Strategy[J];CONTROL THEORY & APPLICATIONS;2000-01
5 Zhang Tong(Beijing University of Aeronautics and Astronauics)\ Wang Hongwei, Wang Zicai(Harbin Insititute of Technology);Mutative Scale Chaos Optimization Algorithm and Its Application[J];CONTROL AND DECISION;1999-03
6 Wang Zicai, Zhang Tong, Wang Hongwei (Harbin Institute of Technology);Simulated Annealing Algorithm Based on Chaotic Variable[J];CONTROL AND DECISION;1999-04
7 SUN Ruixiang QU Liangsheng (Institute of Diagnostics and Cybernetics, Xi'an Jiaotong University, Xi'an 710049);QUANTITATIVE EVALUATION OF OPTIMIZATION EFFICIENCY FOR GENETIC ALGORITHMS[J];;2000-04
8 Yang Ruoli Gu Jifa (Institute of Systems Science, Chinese Academy of Sciences, Beijing 100080);An Efficient Simulated Annealing Algorithm for Global Optimization[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1997-05
9 QIAN Fucai FEI Chuhong WAN Baiwu(Institute of Systems Engineering, Xi′an Jiaotong University, Xi′an 710049);A HYBRID ALGORITHM FOR FINDING GLOBAL MINIMUM[J];INFORMATION AND CONTROL;1998-03
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