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《Journal of Changsha Communications University》 2008-02
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Research on projection pursuit classification model based on particle swarm optimization algorithm

LIN Quan1,ZHU Yuan-hai1,YE Ji-xiang2(1.School of Computer and Communication Engineering,Changsha University of Science & Technology,Changsha 410076,China;2.College of Information Science and Engineering,Central South University,Changsha 410083,China)  
Projection Pursuit Classification Model is performed by high dimensional analysis of the data in the best projection direction,it can be translated into one-dimensional analysis of the issue,its essence is a dimensionality reduction technology in order to meet the purpose of analyzing high-dimensional and non-linear data in the low-dimensional space.The best projection direction is found to be a projection optimization search process.PSO algorithm can be effectively applied to projection pursuit classification model in order to find the best projection direction.With the best projection direction computation the cluster according to the K-means clustering algorithm to the projection value is carried out,and clustering results are obtained.
【Fund】: 湖南省自然科学基金资助项目(06jj50109)
【CateGory Index】: TP18;TP301.6
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【References】
Chinese Journal Full-text Database 1 Hits
1 LIU Yan-ming et al(Guangxi Hydraulic and Electric Polytechnic,Nanning,Guangxi 530023);Study on Water Quality Evaluation of Nanning Inland River Based on Projection Pursuit and Particle Swarm Optimization[J];Journal of Anhui Agricultural Sciences;2009-26
【Citations】
Chinese Journal Full-text Database 6 Hits
1 CHEN Xi (College of Computer and Communication Engineering,University of Changsha Science and Technology,Changsha 410076,China);A Multiple Constrained Routing Selection Based on Particle Swarm Optimization Algorithms with Immunity[J];Journal of Changsha Communications University;2006-02
2 LIU Xiao-feng,CHEN Tong School of Management,Tianjin University,Tianjin 300072,China;Study on convergence analysis and parameter choice of Particle Swarm Optimization[J];Computer Engineering and Applications;2007-09
3 SU Jin-rong1,LI Bing-yi2,WANG Xiao-kai1 1.School of Physical and Electronic Engineering,Shanxi University,Taiyuan 030006,China 2.Institute of Information and Communication Engineering,North University of China,Taiyuan 030051,China;Particle swarm optimization using average information of swarm[J];Computer Engineering and Applications;2007-10
4 HE Ran1+, WANG Yong-Ji1,2, WANG Qing1, ZHOU Jin-Hui1, HU Chen-Yong1 1(Laboratory for Internet Software Technologies, Institute of Software, The Chinese Academy of Sciences, Beijing 100080, China) 2(Laboratory of Computer Science, Institute of Software, The Chinese Academy of Sciences, Beijing 100080, China);An Improved Particle Swarm Optimization Based on Self-Adaptive Escape Velocity[J];Journal of Software;2005-12
5 XU Lei,ZHANG Feng-ming(College of Engineering,Air Force Engineering University,Xi'an 710038,China);Fuzzy clustering algorithm based on PSO[J];Computer Engineering and Design;2006-21
6 CHEN Lin, HE Jia ( Department of Computer Science, Chengdu University of Information Technology, Chengdu 610225, P. R. C. );A particle swarm optimization based on fuzzy C-means clustering[J];Journal of Southwest University for Nationalities(Natural Science Edition);2007-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HUANG Li,TANG Wan-mei(College of Mathematics and Computer Sciences,Chongqing Normal University,Chongqing 400047,China);IAPSOBPNN Combined Training Algorithms for BP Neural Network[J];Journal of Chongqing Institute of Technology(Natural Science);2008-09
2 HUANG Xian-ying,ZHANG Li-fang(School of Computer Science and Engineering,Chongqing Institute of Technology,Chongqing 400050,China);A Fuzzy C-Means Algorithm Based on Particle Swarm Optimization[J];Journal of Chongqing Institute of Technology(Natural Science);2008-11
3 XU Dan,DENG Hualing(College of Science,Northeast Agricultural University,Harbin 150030,China);Application of projection pursuit regression model to forecast of moth-eaten ratio of Leguminivora glycinivorella Mats[J];Journal of Northeast Agricultural University;2009-02
4 XIN Hai-ming,TAO Zhi-sui(College of science,South China University of Technology,Guangzhou,Guangdong 510640,China);Fuzzy C Means Clustering Algorithm Based on Particle Swarm Optimizing[J];Computer Security;2009-02
5 LI Hui-rong1,2,LI Ji-min1,GAO Yue-lin1(1.Research Institute of Information & System Science,North National University,Yinchuan 750021,China;2.Department of Mathematics,Shangluo College,Shangluo 726100,China);Particle Swarm Optimization Algorithm with Swarm Average Information and Keeping Activity Strategy[J];Journal of Gansu Lianhe University(Natural Science Edition);2008-01
6 LU Ke-fen et al(Guangxi Hydraulic and Electric Polytechnic,Nanning,Guangxi 530023);Study on the Evaluation Method of Projection Pursuit Based on Artificial Fish Swarm Algorithm[J];Journal of Anhui Agricultural Sciences;2009-23
7 LIU Yan-ming et al(Guangxi Hydraulic and Electric Polytechnic,Nanning,Guangxi 530023);Study on Water Quality Evaluation of Nanning Inland River Based on Projection Pursuit and Particle Swarm Optimization[J];Journal of Anhui Agricultural Sciences;2009-26
8 LIU Yan-ming et al(Guangxi Vocational College of Hydraulic and Electric Technology,Nanning,Guangxi 530023);A New Comprehensive Evaluation Method on Sustainable Development of Large-middle-scale Irrigated Area[J];Journal of Anhui Agricultural Sciences;2009-27
9 LIU Yan-ming,FANG Chong,LU Ke-fen,ZHOU Huan(Guangxi Technical College of Water Conservancy and Electric Power Engineering,Nanning,Guangxi 530023,China);Application of Ant Colony Projection Pursuit Regression in Water Quality Evaluation in Agricultural Irrigation[J];Guizhou Agricultural Sciences;2009-09
10 FANG Chong1,2,ZHANG Xin-gui2,DAI Zhi-hong3(1.College of Civil and Aitectural Engineering,Guangxi University,Nanning 530004,China;2.Guangxi Hydraulic and Electric Polytechnic,Nanning 530023,China;3.Guangxi ElectricPower Industry Investigation Design and Research Institute,Nanning 530023,China);Projection Pursuit Regression Method of Rock Blastability Classification Based on Artificial Fish-Swarm Algorithm[J];Blasting;2009-03
China Proceedings of conference Full-text Database 4 Hits
1 Wang yun Dong Zengshou Zhuo Dongfeng (Taiyuan university of science and technology,Taiyuan030024);Flame Stability Recognizing of High Temperature Air Combustion According to the Flame Index Based on Texture and Structure Analysis[A];[C];2008
2 JIN Yong-qiang~(1,2) SU Huai-zhi~(1,2) LI Zi-yang~(1,2) (1.College of Water Conservancy & Hydropower Eng,Sohai University,Nanjing 210098,China; 2.National Engineering Research Center of Water Resources Efficient Utilization & Engineering Safety,Nanjing 210098,China);Slope stability projection pursuit dustering analysis based on harmony search[A];[C];2007
3 Wan Zhong-ying~1 Wang Ming-wen~1 Liao hai-bo~2 (1.School of Computer Information Engineering,Jiangxi Normal University,Nanchang 330022; 2.School of Science and Technology,Jiangxi Normal University,Nanchang 330027);A New PP Algorithm and its application to Text Classification[A];[C];2007
4 ZHU Yong (The Research Institute of Chemical Defense,Beijing,China,102205);The Comprehensive Forecasting Modelon Operational Capabilities and Trends of Equipments[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Li Zuoyong (Chengdu Institute of Meteorology,Chengdu 610041);PROJECTION PURSUIT THEORY (PPT)AND ITS PROGRESS OF APPLICATION[J];EXPLORATION OF NATURE;1998-01
2 Yang Wei, Li Qiqiang (School of Control Science and Engineering, Shandong University, Jinan 250061, China);Survey on Particle Swarm Optimization Algorithm[J];Engineering Science;2004-05
3 Li Liang Chi Shichun Lin Gao Chu Xuesong(State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology Dalian 116023) Cheng Yungming(Department of Civil & Structural Engineering, The Hong Kong Polytechnic University Hung Hom, Kowloon, Hong Kong);SEARCH FOR THE CRITICAL SLIP SURFACE USING MIXED VERSION OF PARTICLE SWARM OPTIMIZATION ALGORITHMS[J];Industrial Construction;2007-02
4 Liu Deming(College of Civil Engineering & Architecture,Fuzhou University 350002);Simple discussion about the harnessing method of city inland waters[J];Fujian Architecture & Construction;2005-03
5 Su Delin \ \ Wu Bin \ \ Shen Jin (Dept of Applied Chemistry);The AHP of Water Environment Quality Assessment[J];JOURNAL OF HARBIN INSTITUTE OF TECHNOLOGY;1997-05
6 Zhou Yong_hua Mao Zong_yuan(College of Automation Science and Engineering, South China Univ. of Tech., Guangzhou 510640, China);A New Search Algorithm for Global Optimization:Population Migration Algorit hm(I)[J];Journal of South China University of Technology(Natural Science);2003-03
7 Li Aiguo 1,2 Qin Zheng 1 Bao Fumin 1 He Shengping 11 (Department of Computer Science,Xi'an Jiaotong University,Xi'an710049) 2 (Department of Computer Science,Xi'an University of Science and Technology,Xi'an710054);Particle Swarm Optimization Algorithms[J];Computer Engineering and Applications;2002-21
8 Fu Guojiang1,2 Wang Shaomei2 Liu Shuyan3 Li Ning1 1(School of Computer,Wuhan University of Technology,Wuhan 430070) 2(School of Logistics Engineering,Wuhan University of Technology,Wuhan 430063) 3(School of Management,Wuhan University of Technology,Wuhan 430063);An Improved Velocity Mutation Particle Swarm Optimizer[J];Computer Engineering and Applications;2006-13
9 HE Ran1+, WANG Yong-Ji1,2, WANG Qing1, ZHOU Jin-Hui1, HU Chen-Yong1 1(Laboratory for Internet Software Technologies, Institute of Software, The Chinese Academy of Sciences, Beijing 100080, China) 2(Laboratory of Computer Science, Institute of Software, The Chinese Academy of Sciences, Beijing 100080, China);An Improved Particle Swarm Optimization Based on Self-Adaptive Escape Velocity[J];Journal of Software;2005-12
10 LI Zuo-yong1,3,WANG Jia-yang1,JIN Xiang-can2, CHU Zhao-sheng2(1.Chengdu Univ.of Info.Technol.,Chengdu 610041,China;2.Lake Eco-environmental Innovation Base,Chinese Academy of Environmental Sciences,Beijing 100012,China;3.School of Water Resource and Hydropower,Sichuan Univ.,Chengdu 610065,China);Evolution Algorithm Based Forecasting Model for Lake Eutrophication Using PPR[J];Journal of Sichuan University(Engineering Science Edition);2007-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LONG Yun,WANG Jianˉquan (Zhejiang University,Hangzhou310027,China);Parameters Identification of Synchronous Generator Based on Particle Swarm Optimization Theory[J];Large Electric Machine and Hydraulic Turbine;2003-01
2 ZHANG Su-bing LU Guo-ying LIU Ze-min ZHOU Zheng (School of Telecommunication Engineering, Beijing University of Posts & Telecommunications, Beijing 100876,China);QoS Routing Based on Ant-Algorithm[J];Journal of Circuits and Systems;2000-01
3 OU Yang, CHENG Wei, HAN Feng-qing (Chongqing Institute of Technology, Chongqing 400050,China);Fuzzy c-means Cluster Over Gentic Algorithm[J];Journal of Chongqing University(Natural Science Edition);2004-06
4 Yang Wei, Li Qiqiang (School of Control Science and Engineering, Shandong University, Jinan 250061, China);Survey on Particle Swarm Optimization Algorithm[J];Engineering Science;2004-05
5 Li Aiguo 1,2 Qin Zheng 1 Bao Fumin 1 He Shengping 11 (Department of Computer Science,Xi'an Jiaotong University,Xi'an710049) 2 (Department of Computer Science,Xi'an University of Science and Technology,Xi'an710054);Particle Swarm Optimization Algorithms[J];Computer Engineering and Applications;2002-21
6 Wang Suihua 1 Feng Naiqin 1 Li Aiguo 21 (Department of Computer Science,Henan Normal University,Xinxiang,Henan453002) 2 (Department of Computer Science,Xi'an University of Science and Technology,Xi'an710054);A Novel Particle Swarm Optimization Algorithm[J];Computer Engineering and Applications;2003-13
7 Guo Chonghui, Tang Huanwen (Department of Applied Mathematics, Dalian University of Technology, Dalian, 116024);GLOBAL CONVERGENCE PROPERLIES OF EVOLUTION STRATEGIES[J];Mathematica Numerica Sinica;2001-01
8 ZHOU Chi,GAO Hai-bing,GAO Liang,ZHANG Wan-guo(Laboratory of Intelligent Manufacturing,School of Mechanical Science & Engineering,Huazhong University of Science & Technology,Wuhan Hubei 430074,China);Particle Swarm Optimization(PSO) Algorithm[J];Application Research of Computers;2003-12
9 GAO Ying~(1,2),XIE Sheng-li~2,XU Ruo-ning~1,LI Zhao-hui~1 (1.Dept.of Computer Science & Technology,Guangzhou University,Guangzhou Guangdong 510405,China;2.College of Electronic & Information Engineering,South China University of Technology,Guangzhou Guangdong 510641,China);A Multi Sub-population Particle Swarm Optimizer Based on Clustering[J];Application Research of Computers;2006-04
10 XIE Xiao-feng, ZHANG Wen-jun, YANG Zhi-lian(Institute of Microelectronics, Tsinghua University, Beijing 100084, China);Overview of particle swarm optimization[J];Control and Decision;2003-02
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