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《Control and Decision》 2003-02
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Overview of particle swarm optimization

XIE Xiao-feng, ZHANG Wen-jun, YANG Zhi-lian(Institute of Microelectronics, Tsinghua University, Beijing 100084, China)  
The developments and applications related to particle swarm optimization (PSO) are discussed . Firstly, developments in the particle swarm optimization since 1995 are reviewed. Then parameter settings are analyzed systematically according to some existed testing results. Some improvement methods, such as cluster analysis, selection, neighborhood operator, no-hope/re-hope method, etc., are discussed. Some common test functions and the comparisons between PSO and others evolutionary algorithms are introduced. Finally, applications, both in the developed areas and the promising future application areas, are reviewed.
【CateGory Index】: TP301.6
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【References】
Chinese Journal Full-text Database 10 Hits
1 Wang Liang1,2,3,Hu Jingtao1(1.Key Laboratory of Industrial Informatics,Shenyang Institute of Automation,Chinese Academy of Sciences, Shenyang 110016,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China; 3.Shenyang University of Chemical Technology,Shenyang 110142,China);Neural Network Based Intelligent R2R Predictive Control to CMP Process[J];Semiconductor Technology;2012-04
2 Wang Liang1,2,3,Hu Jingtao1(1.Key Laboratory of Industrial Informatics,Shenyang Institute of Automation,Chinese Academy of Sciences,Shenyang 110016,China; 2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China; 3.Shenyang University of Chemical Technology,Shenyang 110142,China);LS-SVM Based R2R Predictive Control for Lithography Process[J];Semiconductor Technology;2012-06
3 LIU Zhi-feng1,PAN Dan1,WANG Jian-hua1,YANG Shuang-xi2(1.College of Mechanical Engineering and Applied Electronics Technology,Beijing University of Technology,Beijing 100124,China; 2.College of Water Sciences,Beijing Normal University,Beijing 100875,China);Flux Prediction of MBR Based on PSO-BP Neural Network[J];Journal of Beijing University of Technology;2012-01
4 CHEN Hao,LI Hong(School of Automation,Beijing Information Science and Technology University,Beijing 100192,China);Research of particle swarm optimization controller in brushless DC motor system[J];Journal of Beijing Institute of Machinery;2008-04
5 Wei Xing,Tang Shaoyan,Cao Xiaolong,Chen Zhian,Yang Junming(School of Packaging and Materials Engineering,Hunan University of Technology,Zhuzhou Hunan 412007,China);Paper Optimum Model of Corrugated Box Based on Value Engineering[J];Packaging Journal;2012-02
6 ZHAO Xiao-ying,LIU Guo-zhi,JIANG Feng-li(Mathematics and Physics Faculty,Liaoning University of Petroleum and Chemical Technology,Fushun Liaoning 113001,China);A Maximum-Entropy Particle Swarm Optimization for a Class of Non-Differentiable Optimization Problems[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2007-02
7 ZHANG Li-biao,ZHOU Chun-guang,LIU Xiao-hua,MA Ming(College of Computer Science and Technology, Jilin University, Changchun 130012,China);Application of Particle Swarm Optimization for Solving Optimization Problems[J];Journal of Changchun Post and Telecommunication Institute;2005-04
8 SONG Ji-hong(College of Electronic Information Engineering,Changchun University,Changchun 130022,China);Improved Particle Swarm Optimization[J];Journal of Changchun University;2011-10
9 GAO Yan-li, LIU Shi-bin~ ( College of Electronic and Information ,Northwestern Polytechnical University, Xi′an 710072 , China);Application of Neural Network Based on PSO in Data Fusion of Sensor[J];Chinese Journal of Sensors and Actuators;2006-04
10 LI Xiao-bin1,2,LIU Ding1,ZUO Lei2 1.Research Center of Information and Control Engineer,Xi'an University of Technology,Xi'an,710048,China;2.College of Electrical and Information Engineering,Lanzhou University of Technology,Lanzhou 730050,China;Application of RBF-PSO in Nonlinear Calibration for Thermocouple Sensor[J];Chinese Journal of Sensors and Actuators;2007-04
China Proceedings of conference Full-text Database 10 Hits
1 Liu Yitong,Fu Mengyin,Gao Hongbin School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,P.R.China;A Modified Particle Swarm Optimization Algorithm[A];[C];2007
2 Li Shuguang School of information Engineering,Chang'an University,Xi'an 710049,P.R.of China;A Particle Swarm Optimal Algorithm for Multiple Path Toll Problems on Freeway Networks[A];[C];2007
3 Fan Yekun 1,Liang Xinrong 1,2 1.School of Information,Wuyi University,Jiangmen,529020,P.R.China 2.College of Automation,South China University of Technology,Guangzhou 510640,P.R.China;Particle Swarm Optimization Based PI Controller for Freeway Ramp Metering[A];[C];2008
4 Cong Liang,Hu Chengquan,Guo Zongpeng,Jiang Yu,Sha Lihua College of Computer Science and Technology,Jilin University,Changchun 130012,P.R.China;Improvement of Original Particle Swarm Optimization Algorithm Based on Simulated Annealing Algorithm[A];[C];2008
5 ;Reconfigure Ship Power System Using Particle Swarm Optimization[A];[C];2010
6 LAI Xu , XU Rui, LI Guo-Hui (School of Information System and Management, National University of Defence Technology, Changsha 410073,China);Satellite Cloud Image Clustering Method Based On Particle Swarm Optimization[A];[C];2007
7 LIU Chao-wei HUANG De-xian Department of Automation,Tsinghua University,Beijing 100084,China);Study on parameter effect of particle swarm optimization[A];[C];2004
8 WANG Jian-hui, XU Lin, YAN Yong-liang, FANG Xiao-ke, GU Shu-sheng ( Faculty of Information Science and Engineering, Northeastern University, Shenyang 110004, China.;Optimizing scheduling finishing of hot strip mills by IPSO[A];[C];2005
9 ZHANG Lian-ying, LIU Xiao-feng (School of Management. Tianjin University. Tianjin 300072, China.;Convergence analysis of particle swarm optimization algorithm[A];[C];2005
10 Zou Feng-xing,Zeng Ling-li,Gao Zheng,Liu Feng Department of Automatic Control,College of Mechatronics and Automation,National University of Defense Technology, 410073,Changsha,P.R.China;A Distributed Approach to Solving Hybrid Flow-shop Scheduling Problem[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhang Zhen, Zhang Xiaoyun, Li Yongxian (The Magazine House of EPA, Jinan 250031);ADVANCE EN THE PROCESSING TECHNOLOGY OF THE ENGINEERING PLASTICS OF CHINA IN 1998[J];Engineering Plastics Application;1999-06
2 GUI Qi-quan(School of Philosophy,Wuhan University,Wuhan,Hubei,430072);A Dialectic Understanding of Complexity Research[J];Journal of Anhui University(Philosophy & Social Sciences);2007-03
3 Liang Hong Fan Guangming (AISC Design and Research Institute);Optimization Control of Walkin-beam-type Reheating Furnace of AISC 1780 Hot Continuous Rolling Mill[J];;2001-05
4 Zhang Xusheng~1 Guan Yong~1 Jia Hongming~1 Zhang Weiwei~1 Wang Jun~2 Zhang Hongfeng~2 Zhao Aiying~2(1.Angang Technology Center 2.Angang New Iron and Steel Co.,Ltd.);Application of Nail-shooting Technique in Measuring Solidified Slab Shell Thickness[J];Angang Technology;2005-06
5 Yu Surong1,Yu Shujuan2,Liu Yanhui1,Li Yuemin1 (1.Gernal Ironmaking Plant of Angang Steel Co.,Ltd.,Anshan 114021,Laoning,China;2.Technology Center of Angang Steel Co.,Ltd.,Anshan 114009,Laoning,China);Influence of MgO Content on the Sinter Index and the Metallurgical Property[J];Angang Technology;2008-05
6 ZHU Ming-xing 1,ZHANG De-long 2 1(Depart.of Antomation of Anhui Univ.Hefei 230039,China) 2( Department of Electronic Engineering ang Information Science of Anhui Univ.,Heifei 230039,China);Study on the Algorithms of Selecting the Radial Basis Function Center[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-01
7 CHENG Jin-rong,DING Zhen-feng,WANG Zhi,WANG Xiao,FANG Xing (School of Physics and Material Science,Anhui University,Hefei 230039,China);An all-purpose algorithm for solving linear and nonlinear system of equations[J];Journal of Anhui University(Natural Sciences);2008-02
8 Wang Lansheng Cheng Jinsong (Dept. of Computer Science & Engineering Anhui University Hefei 230039);A Serial Algorithm and Parallel Algorithm for Solving Equations of Complex Functions[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-01
9 WANG You-ming (Mechanical Engineering Department of Anhui Institute of Mechanical and Electrical Engineering, Anhui Wuhu 241000, China);B-splines path planning for manipulator in jiont coordinates[J];JOURNAL OF ANHUI INSTITUTE OF MECHANICAL AND ELECTRICAL ENGINEERING;2000-02
10 CAIJian1,WANG Ke-lai2(1.Anhui provincial institute of communication,Hefei 230011,China;2.Hangzhou Municipal Facilities Supervision and Management Center,Hangzhou 310003,China);Accidents and Lesson of ship-bridge collisions[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2008-01
China Proceedings of conference Full-text Database 9 Hits
1 Yi Han Jiafu Tang Ikou Kaku Yang Liu School of Information Science and Engineering, Northeastern University, Shenyang, 110004 Department of Management Science and Engineering, Akita Prefectural University, Japan;The application of hybrid particle swarm optimization algorithm to multilevel lot-sizing problem[A];[C];2006
2 Yang LIU Jiafu TANG Yi HAN College of Information Science & Engineering, Northeastern University;Reverse Logistics System Planning for Recycling Scrap Steel[A];[C];2006
3 ZHANG Tie-zhu , WANG Guoqiang ( Institute of System Engineering, Harbin University oj Science and Technology, Harbin 150080; College of Electronic Engineering, Heilongjiang University, Harbin 150080);The effect analysis of model free controller applied in coking furnace[A];[C];2002
4 Zhang wei, Li shouzhi, Gao feng, Liu zhenshan(School of Automatic and Information Engineering, Xi'an University of Technology, Xi'an 710048);Studies on Some Intelligent Optimization Algorithms[A];[C];2005
5 CHAI Tianyou (Research Center of Automation, Northeastern University, Shenyang, 110004);The Contemporary Integrated Manufacturing System of Gold Mine Enterprise Based on the ERP/MES/PCS Frame[A];[C];2001
6 Guangxu Xi (College of Information Engineering,Wuhan University of Technology,Wuhan,430070);Research on the Ant Colony Optimization and Its Application[A];[C];2005
7 Yu Mingjun (China Mobile Group Shanghai Co., Ltd. Power Transmission Dynamic Maintenance Center);A Calculation on Energy-saving of Air-conditioning in base station Room[A];[C];2008
8 ;Modeling and Algorithm Study for Optimizing Container Loading Planning for Containership[A];[C];2004
9 SHEN Jun, FANG Kai, CHEN Xiao-ken,YANG Ya-long (Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031; Anhui INCO Intelligent Control Co. Ltd., Hefei 230001);Analysis of the needs of future vehicle bus from control system aspects[A];[C];2004
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 ;Application of Reactive Power Optimization Based on Particle Swarm Optimization Algorithm with Tabu Search in Power System[J];Anhui Electric Power;2011-02
2 ZHANG Zhi-hua,WANG Li(School of Electronic and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China);A decision model of optimally scheduling web advertising resources[J];Journal of Anshan University of Science and Technology;2006-05
3 XIONG Yu-hong1,WEN Zhi-yu2(1.Department of Computer Science and Technology,Nanchang University,Nanchang 330031,CHN;2.College of Optoelectronic Engineering,Chongqing University,Chongqing 400044,CHN);Piecewise Wavelength Selection Based on Particle Swarm Optimization Algorithm[J];Semiconductor Optoelectronics;2008-06
4 WANG Si-fu1,QIANG Wen-yi1,LIU Yong-cai2,GUAN Shi-yi2 (1.School of Astronautics,Harbin Institute of Technology,Harbin 150001,Heilongjiang,China;2.Beijing Electro-mechanical Engineering Institute,Beijing 100074,China);Study of Catch Probability Optimization for Anti-ship Missile on Soft-killing Condition Based on PSO[J];Acta Armamentarii;2008-06
5 CHEN Zhi-min,BO Yu-ming,WU Pan-long,CHEN Qin-xin(School of Automation,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China);A New Hybrid Algorithm for Particle Filtering and Its Application to Radar Target Tracking[J];Acta Armamentarii;2012-01
6 DONG Yue1,TIAN Yu-bo2(1.Information Engineering School,Communication University of China,Beijing 100024;2.School of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang Jiangsu 212003);Modeling Resonant Frequency of Microstrip Antenna based on Neural Network Trained by PSO-BP Algorithm[J];Journal of Communication University of China(Science and Technology);2009-02
7 CHEN Hao,LI Hong(School of Automation,Beijing Information Science and Technology University,Beijing 100192,China);Research of particle swarm optimization controller in brushless DC motor system[J];Journal of Beijing Institute of Machinery;2008-04
8 XIE Xin HU YunJiao FANG YongFeng(School of Science,Beijing University of Chemical Technology,Beijing 100029,China);Study of portfolio investment based on a self-adaptive parallel genetic algorithm[J];Journal of Beijing University of Chemical Technology(Natural Science Edition);2010-04
9 YAO Feng,YANG Wei-dong,ZHANG Ming School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China;Improved PSO and its application to load distribution optimization of hot strip mills[J];Journal of University of Science and Technology Beijing;2009-08
10 JING Peng,TONG Chao-nan,LI Jiang-yun,XIAO Lei School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China;Robust control for a combined shape and gauge multivariable system in hot strip rolling[J];Journal of University of Science and Technology Beijing;2009-10
China Proceedings of conference Full-text Database 10 Hits
1 ZHU Tong~(1,2),LI Xiao-Fan~1,LI Yi-Qiong~(1,3),ZHANG Mei-Gen~1 1 Key Laboratory of the Earth s Deep Interior,CAS,Institute of Geology and Geophysics,Chinese Academy of Sciences, Beijing 100029,China 2 SINOPEC Geophysical Research Institute,Nanjing 210014,China 3 Institute of Geophysics,China Earthquake Administration,Beijing 100081,China;Seismic scalar wave equation inversion based on an improved particle swarm optimization algorithm[A];[C];2012
2 Liu Yitong,Fu Mengyin,Gao Hongbin School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,P.R.China;A Modified Particle Swarm Optimization Algorithm[A];[C];2007
3 Zhang Dingxue,Guan Zhihong,Liu Xinzhi Control science and engineering department,Huazhong University of Science & Technology,Wuhan 430074,P.R.China;On Multi-population Parallel Particle Swarm Optimization Algorithm[A];[C];2007
4 Zhang Zhihua1,Wang Li1,Liu Hong2 1.School of Electronic and Information Engineering,Liaoning University of Science and Technology,Anshan 114051,P.R.China2.School of Sciences,Liaoning University of Science and Technology,Anshan 114051,P.R.China;Launch Decision on Revenue Maximization in Web Advertising[A];[C];2007
5 Hu Chengyu 1,2,Zhao Man 2,Wang Yongji 2 1.Department of Control Science and Engineering,Huazhong University of Science&Technology,Wuhan 430074,P.R.China2.School of Computer,China University of Geosciences,Wuhan,China 430074;Co-Evolutionary Particle Swarm Optimization Based on Population Entropy[A];[C];2008
6 Lu Sixin,Xiao Jianmei,Wang Xihuai Shanghai Maritime University,Shanghai 200135,P.R.China;Network Reconfiguration of Shipboard Power System Based on Improved Differential Evolution[A];[C];2010
7 ZHAO Wendan 1,2,WANG Dingwei 2,GUO Xiaoping 1,WANG Guicheng 1 1.Shenyang Institute of Chemical Technology,Shenyang 110142,P.R.China2.Northeastern University,Shenyang 110004,P.R.China;Study on Web Advertising Resources Optimization[A];[C];2010
8 LIU Zhixiong 1,2,3,YANG Guangxiang 4 1.College of Machinery and Automation,Wuhan University of Science and Technology,Wuhan 430081,P.R.China 2.Postdoctoral Programme,Tianjin Port(Group)Co.LTD,Tianjin 300461,P.R.China3.Engineering Research Center of Transportation Safety(Ministry of Education),Wuhan University of Technology,Wuhan 430063,P.R.China4.School of Computer Science and Information Engineering,Chongqing Technology and Business University,Chongqing,400067,P.R.China;Parallel Machine Scheduling Optimization Based On Roulette Probability Assignment Encoding[A];[C];2010
9 TIAN Yanbing1,WANG Xiaoxin2 1.Automation Engineering College,Qingdao Technological University,Qingdao 266520,P.R.China2.School of Automation,Beijing Institute of Technology,Beijing 100081,P.R.China;Parameter Self-tuning of PID in Pneumatic Artificial Muscle Joint Based on PSO Algorithm[A];[C];2010
10 ZHOU Xiao-Jun,YANG Chun-Hua,GUI Wei-Hua School of Information Science and Engineering,Central South University,Changsha 410083,P.R.China;Particle Swarm Optimization Algorithm With Variable Random Function[A];[C];2011
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