Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Chongqing Institute of Technology》 2005-08
Add to Favorite Get Latest Update

On the Optimization of Particle Swarm with Mutation Operator

LIU Chun-an,Chen Yi-hu(Department of Math., Baoji College of Arts and Science, Baoji 721007,China)  
This paper presents a new mutation operator particle swarm optimization (MOPSO).By adding the mutation operator to the algorithm in the later phase of convergence, this algorithm improves the ability of particle swarm optimization (PSO) algorithm to break away from the local optimum solutions effectively, makes the PSO algorithm not only escape from the possibility of getting into local minimum's basin of attraction at the later phase, but also maintain the advantages of fast searching speed in the early convergence phase.
【Fund】: 国家自然科学基金项目资助(60374063);; 宝鸡文理学院院级科研计划项目(JK2439);; 宝鸡文理学院中青年科研计划项目(QK2407).
【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 3 Hits
1 GAO Bo(School of Electronic Information and Technology,Southwest University,Chongqing 400715,China);Research on the Prospect of Particle Swarm Optimization Algorithm[J];Journal of Chongqing Institute of Technology;2006-11
2 LIU Chun-an(Department of Mathematics,Baoji College of Arts and Science,Baoji 721007,China);New Particle Swarm Optimization Algorithm for the Solution to Nonlinear Constrained Programming Problem[J];Journal of Chongqing Institute of Technology;2006-11
3 JIANG Hao;JIANG Bing;Department of Chemical and Physical,Bozhou Teachers College;School of Management,Hefei University of Technology;;Bayesian Network Structure Learning Based on Improved Particle Swarm Optimization[J];Journal of Liaocheng University(Natural Science Edition);2015-01
Chinese Journal Full-text Database 2 Hits
1 LIU Chun-an,YANG Jian-hong (Dept. Math., Baoji Univ. Arts & Sci., Baoji 721007,Shaanxi,China);Multi-population evolution genetic algorithm based on real coding[J];Journal of Baoji College of Arts and Science(Natural Science Edition);2005-02
2 L Zhen-su,HOU Zhi-rong (School of Information Science and Engineering,Lanzhou University,Lanzhou,Gansu 730000,China);Particle Swarm Optimization with Adaptive Mutation[J];Acta Electronica Sinica;2004-03
Chinese Journal Full-text Database 10 Hits
1 JIAO Jun1,2,CHEN Wu-wei2,LI Shao-wen1,WANG Ji-xian3(1.School of Information and Computer Science,Anhui Agricultural University,Hefei 230036,China;2.School of Mechanical and Automotive Engineering,Hefei University of Technology,Hefei 230009,China;3.School of Engineering,Anhui Agricultural University,Hefei 230036,China);Self-adaptive PID control for intelligent vehicle steering system based on IPSO[J];Journal of Anhui University(Natural Sciences);2008-06
2 QI Ming-jun et al(Hebi Occupation Technology College,Hebi,Henan 458030);Quantum Artificial Fish School Algorithm[J];Journal of Anhui Agricultural Sciences;2012-08
3 LIU Kai-yun,LIU Bao-guo,XU Chong(School of Civil Engineering,Beijing Jiaotong University,Beijing 100044,P.R.China);Nonlinear Displacement Analysis Model for Tunnel Based on PSO-BP Algorithm[J];Chinese Journal of Underground Space and Engineering;2009-02
4 YU Tong-gang, YU Hong-min, SUN Yan (Dept. of Equipment Command & Management Engineering, Ordnance Engineering College, Shijiazhang 050003, China);Blend Loading for Equipment Materials Based on GASA Mixed Optimization Strategy[J];Ordnance Industry Automation;2005-06
5 CHEN Wen-kai,CAO Ze-wen(College of Information System & Management,National University of Defense Technology,Changsha 410073,China);Automatic Collision Avoidance of Point Military Tab on the Deployment Diagram Based on Simulated Annealing Algorithm[J];Ordnance Industry Automation;2009-03
6 TAN Le-zu1,REN Dong-yan2,WEN Qiao-lin2 (1. Dept. of Command,Naval Aeronautical & Astronautical University,Yantai 264001,China; 2. No.5 Brigade of Postgraduate,Naval Aeronautical & Astronautical University,Yantai 264001,China);Optimization Model of Mixed Antiaircraft Group Missile and Artillery Based on Hybrid Particle Swarm Algorithm[J];Ordnance Industry Automation;2010-02
7 DING Zhu1,2,MA Da-wei1,YU Cun-gui1,ZHANG Xue-feng3 (1.School of Mechanical Engineering,Nanjing University of Science and Technology,Nanjing 210094,Jiangsu,China;2.Unit 93704 of PLA,Beijing 101149,China;3.School of Computer Science,Anhui University of Techonology,Maanshan 243002,Anhui,China);Application of Hybrid Optimization Strategy Algorithm Based on Tabu Search and Particle Swarm Optimization Algorithms for Weapon-target Assignment Problems[J];Acta Armamentarii;2007-09
8 GUO Jing,YANG Ji-zhi,LIU Rui-min (Beijing Institute of Aerospace Testing Technology,Beijing 100074,China);Parameter Identification for Friction Model for Hydraulic Simulator Based on Optimization[J];Acta Armamentarii;2010-06
9 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
10 WANG Ya-min1,2,JI Jun-zhong1,PAN Quan-ke2(1.Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology,Beijing University of Technology,Beijing 100124;2.College of Computer Science,Liaocheng University,Liaocheng,252059,China);An Algorithm Based on Discrete Shuffled Frog Leaping for No_ Idle Permutation Flow Shop Scheduling Problem[J];Journal of Beijing University of Technology;2010-01
China Proceedings of conference Full-text Database 10 Hits
1 QI Ji-yang ZHU Chang-an ZENG Yi(1 Department of Precision Machinery and Precision Instrumentation,2 University of Science and Technology of China,Hefei,Anhui,230026);Study on the Machine Layout Problem Based on Genetic and Tabu search Hybrid Algorithm[A];[C];2004
2 Gao Shang 1,2,Jiang Xinzi1,Tang Kezong 1 1.School of Electronics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,P.R.China2.Provincial Key Laboratory of Computer Information Processing Technology,Soochow University,Suzhou 215006,P.R.China;Hybrid Algorithm Combining Ant Colony Optimization Algorithm with Genetic Algorithm[A];[C];2007
3 Cui Zhihua1,Cai Xingjuan1,Zeng Jianchao1,Sun Guoji2 1.Division of System Simulation and Computer Application,Taiyuan University of Science and Technology,Taiyuan 0300240,China2.State Key Laboratory for Manufacturing Systems Engineering,Xi'an Jiaotong University,Xi'an 710049,China;Predictive-Velocity Modified Particle Swarm Optimization[A];[C];2007
4 Yang Guangyou,Zhang Daode School of Mechanical Engineering,Hubei University of Technology,Wuhan,430068,P.R.China;A Learning Algorithm Based on PSO and L-M for Parity Problem[A];[C];2007
5 Sun Jun qing1,2,Li Ping1,Han Mei1 1.School of Computer Science and Technology,Tianjin University of Technology,Tianjin 300191,P.R.China2.Department of Automation,Nankai University,Tianjin 300071,P.R.China;The Crane Scheduling Problem and the Hybrid Intelligent Op-timization Algorithm GASA[A];[C];2007
6 Cao Langcai,Luo Jian Dept.of Automation,Xiamen University,Xiamen 361005,P.R.China;An Improved Intelligence Algorithm over ACS for TSP[A];[C];2008
7 Xu Yaoqun,He Shaoping Institute of System Engineering,Harbin University of Commerce,Harbin 150028,P.R.China;Fourier Chaotic Neural Network with Application in Optimization[A];[C];2008
8 YUAN Shaoqiang,XU Fayang School of Automation Science and Electrical Engineering,Beihang University,Beijing 100191,P.R.China;Design of Control System with Limited Feedback Gain Based on CPSO Algorithm[A];[C];2011
9 YANG Yang CHEN Zong-hai ZHANG Hai-tao (Department of Automation,University of Science and Technology of China,Hefei,230027);Summarize of Intellectualized Front End of Complicated System's Simulation[A];[C];2003
10 Shi Jiugen~1 Xu Shengsheng~2 (1 Engineering Research Center of Safety Critical Industrial Measurement and Control Technology,Ministry of Education,Hefei 230009,China;2.School of Computer and Science,Hefei University of Technology,Hefei 230009,China);Mobile robot path planning based on Culture-Particle Swarm Optimization Algorithm[A];[C];2011
Chinese Journal Full-text Database 10 Hits
1 HOU Fu-jun,WU Qi-zong (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China);Prediction of Length Sequence of Railways in Operation Based on Genetic Algorithm and Simulated Annealing Algorithm Optimized Neural Networks[J];Journal of Beijing Institute of Technology;2004-03
2 CHEN Yun-fei,LIU Yu-shu,FAN Jie,ZHAO Ji-hai (Department of Computer Science and Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China);A Niching Genetic and Ant Colony Optimization Algorithm for Generalized Assignment Problem[J];Journal of Beijing Institute of Technology;2005-06
3 HOU Fu-jun,WU Qi-zong(School of Management and Economics,Beijing Institute of Technology,Beijing 100081,China);Method for Solving Single Machine Scheduling Problems with Fuzzy Parameters Using Genetic Algorithm[J];Transactions of Beijing Institute of Technology;2006-03
4 SONG Jin-he (Dept. of Electronics and Information, Ezhou University,Ezhou 436000,China);Dealing with scheduling issue using simulated anneal algorithm[J];Journal of Changchun Institute of Technology;2004-01
5 TIAN Zhi-feng1,SHANG Hong-li2,YAO Wei1(1.The State Key Laboratory of Mechanical Transmission,Chongqing University,Chongqing 400044,China;2.School of Chemistry and Chemical Engineering,Chongqing University of Technology,Chongqing 400054,China);Schedule Problem for Automatic Integrated Electroplated Product Lines[J];Journal of Chongqing University of Technology(Natural Science);2011-06
6 YANG Jingsong, LIU Zhe, CUI Guangcai (School of Computer Science and Technology, Changchun University of Science and Technology);The Method of Job-shop Planning and Scheduling Based On a Hybrid Genetic Algorithm[J];Journal of Changchun Institute of Optics and Fine Mechanics;2003-03
7 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
8 LI Yong,ZHAO Guo-wei*,LI Tao(School of Electronic and Information,Northwestern Polytechnical University,Xi'an 710002,China);Algorithm of Solving Interferometer Phase Difference Ambiguity by Airborne Single Position[J];Chinese Journal of Sensors and Actuators;2006-06
9 FAN Yu~1,WU Zheng-yi~1,JIN Rong-hong~2,GENG Jun-ping~2 1.Dept.of Physics and Electronic Science,Changshu Institute of Technology,Changshu 215500,China;2.Dept.of Electronic Engineering,Shanghai Jiaotong University,Shanghai 200030,China);Pattern Synthesis of Array Antenna Based on Particle Swarm Optimization Algorithm[J];Journal of Changshu College;2005-04
10 XING Ying1 LI Jian-xin2 GAO Tie2(1.The 14th Research Institute, CETC, Nanjing Jiangsu 210013, China;2.National Key Laboratory of Antenna and Microwave Technology, Nanjing Jiangsu 210013, China);Low sidelobe design of solid-state active phased array with irregular subarrays[J];Chinese Journal of Radio Science;2008-02
China Proceedings of conference Full-text Database 1 Hits
1 ZHAO Yu, CAI Ping, WANG Yi-lin (Harbin Engineering University, Harbin 150001, China);A Narrow-band Beamforming Method Based on Adaptive Notch Filter[A];[C];2004
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 ZHOU Xiao-dong,XU Yu-sheng,GUO Chao-yang(School of Sciences,Xi' an University of Architecture and Technology,Xi' an 710055,China);Hybrid Chaos Algorithm for Solving the Nonlinear Constrained Programming[J];Journal of Chongqing Institute of Technology(Natural Science);2008-06
2 YAN Yang,ZHOU Yu-ren(School of Computer Science and Engineering,South China University of Technology,Guangzhou 510640,China);Grouping Particle Swarm Optimization Algorithm for the Solution to Nonlinear Constrained Programming Problem[J];Computer and Information Technology;2009-04
3 QIN Yu-ling1 KONG Xian-ren1 LUO Wen-bo2(Research Center of Satellite Technology,Harbin Institute of Technology,Harbin 150001,China)1(China Academy of Space Technology,Beijing 100086,China)2;Steel Frame Model Updating Based on Self-adaptive Quadratic Particle Swarm Optimization Algorithm[J];Computer Science;2010-09
4 WANG Qiu-shi,QI Han-bing,WANG Mei-wei(College of Civil and Architecture Engineering,Northeast Petroleum University,Daqing 163318,China);Layout Optimization of the Star Oilfield Water Injection Network[J];Energy Conservation Technology;2013-04
5 GONG Xiaowen1,2 GU Chongshi1,2(1.State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering,Hohai University,Nanjing 210098,China;2.National Engineering Research Center of Water Resources Efficient Utilization and Engineering Safety,Hohai University,Nanjing 210098,China);Parameter Inversion Analysis of Shuikou Gravity Dam Body Based on Improved Particle Swarm Optimization Algorithm[J];Water Resources and Power;2010-02
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Huang Xiaofeng1)Pan Lideng2)Chen Biaohua1)Li Chengyue1)(1)College of Chemical Engineering, 2)Department of Chemical Automation,Beijing University of Chemical Technology, Beijing 100029);Estimating Reaction Kinetics Parameters with an Improved Realcoded Genetic Algorithm[J];JOURNAL OF CHEMICAL ENGINEERING OF CHINESE UNIVERSITIES;1999-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved