Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Guangxi University(Natural Science Edition)》 2008-S1
Add to Favorite Get Latest Update

Stuty on some improvement strategies of ant colony algorithm for solving TSP

LAO Juan,WEI Wen-dai,WU Chao-kui (College of Computer Science and Electronic Information,Guangxi University,Nanning Guangxi 530004,China)  
Ant colony algorithm is a bionic intelligence algorithm which has good performance for solving TSP,but it has the shortcoming of long running time and easily getting into local best solution,so the algorithm would fall into stagnation state and cannot find the global best solution.The experiments show that the use of candidate set and local searching strategies can improve the solution quality,and the solving speed is evidently faster.Through the use of pheromone mutation and restart strategie,the algorithm can enhance the variedness of tour exploration,keep tour exploration at a reasonable level,efficiently avoidd falling into stagnation state,and find the global best solution at last.
【CateGory Index】: TP301.6
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 4 Hits
1 WU Qing\|Hong, ZHANG Ji Hui, and XU Xin He (Control & Simulation Center, Northeast University, Shenyang 110006);AN ANT COLONY ALGORITHM WITH MUTATION FEATURES[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-10
2 WU Bin SHI Zhong-Zhi(Key Laboratory of Intelligence Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080);An Ant Colony Algorithm Based Partition Algorithm for TSP[J];Chinese Journal of Computers;2001-12
3 WANG Ying, XIE Jianying (Institute of Automation, Shanghai Jiaotong University, Shanghai 200030, China);An Adaptive Ant Colony Optimization Algorithm and Simulation[J];Acta Simulata Systematica Sinica;2002-01
4 QIN Gang-li YANG Jia-ben (Department of Automation, Tsinghua UniversityBeijing 100084);AN IMPROVED ANT COLONY ALGORITHM BASED ON ADAPTIVELY=ADJUSTING PHEROMONE[J];Information and Control;2002-03
Chinese Journal Full-text Database 10 Hits
1 JI Jun-zhong HUANG Zhen LIU Chun-nian (Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology,Beijing University of Technology,Beijing 100022,China);An Ant Colony Algorithm Based on Clustering and Partition Optimization[J];Journal of Beijing University of Technology;2008-04
2 Li Dong Cao Yihua Su Yuan(School of Aeronautic Science and Technology,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Feng Ting(Aviation Research Institute,Beijing 101114,China);Trajectory planning for low attitude penetration based on improved ant colony algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2006-03
3 XU Jian,L Zhimin,XU JinwuNational Engineering Research Center for Advanced Rolling Technology,University of Science and Technology Beijing,Beijing 100083,China;An ant system with scouting subgroup[J];Journal of University of Science and Technology Beijing;2006-08
4 LIBin1,MAO Yi-zhi1,LI Xin2 (1.Hebei University of Technology,Tianjin 300130,China; 2.Tianjin Professional College,Tianjin 300402,China);Application of Modified Ant Algorithm to Optimum Design of Power Transformer[J];Transformer;2006-03
5 WANG Mao-zhi,GUO Ke,XU Wen-xi,HUANG Guang-xin,College of Information Management,Chengdu University of Technology,Chengdu 610059,China;The performance analysis and improvement of the ant colony algorithm for solving TSP problem[J];Journal of Chengdu University of Technology(Science & Technology Edition);2009-01
6 JIANG Chang-yuan(Faculty of Science,Huzhou Teachers College,Huzhou 313000,China);Solving pipe laying problem with improving ant colony algorithm[J];Journal of Changchun University;2007-04
7 YE Zhong-quan,WANG Shu-qin,HUANG Qian(College of Mathematics and Physics,Chongqing University,Chongqing 400044,China);Ant Colony Algorithm Based on Vehicle Routing Problem with Time Windows[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-06
8 LIU Ji-xin,ZHAO Ying-kai(College of Automation,Nanjing University of Technology,Nanjing 210009,China);Application of improved cellular ant model in path planning[J];Transducer and Microsystem Technologies;2009-01
9 LIU Ji-xin,ZHAO Ying-kai(College of Automation,Nanjing University of Technology,Nanjing 210009,China);Application of Bayesian decision in sensor recognition[J];Transducer and Microsystem Technologies;2009-04
10 TANG Fang-qi~1, LI Mao-jun~1, LUO An~2 (1.College of Electrical & Information Engineering, Changsha University of Science & Technology, Changsha, 410077,China; 2.College of Electrical & Information Engineering,Hunan University,Changsha 410082,China);Global Convergence Analysis of An Artificial Immune Algorithm[J];Journal of Changsha University of Electric Power(Natural Science);2004-03
China Proceedings of conference Full-text Database 10 Hits
1 Li Hong, Sun Zhi-yi Department of Automation Taiyuan Heavy Machinery Institute Taiyuan(030024),ShanxiHou Xiao-bo Taiyuan Satellites Launch Center;A New Type of Ant Colony Algorithm for Reducing Searching Time[A];[C];2003
2 Zhaolei Huangdao (ECUST, College of Information Science & Engineering 200237);Research on Fault Diagnosis for Chemical Process Based on Ant Colony Algorithm[A];[C];2006
3 ZHI Cheng-xiu,LIANG Zheng-you ( School of Computer, Electronics and Information, Guangxi University ,Nanning, Guangxi, 530004,China);A Stochastic Searching Algorithm in Combination with Particle Swarm Optimization Algorithm and Ant Colony Algorithm[A];[C];2006
4 DUAN Hai-bin, WANG Dao-bo, YU Xiu-fen (School of Automation Science and Electrical Engineering, Beihang University, Beijing 100083, China; College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China;Center for Space Science and Applied Research, Chinese Academy of Sciences, Beijing 100080, China.;Hybrid Optimization Strategies for Ant Colony Algorithm in Continuous Space[A];[C];2006
5 REN Wei-jian~1 CHEN Jian-ling~1 HAN Dong~2 WANG Feng-yu~3 1.Daqing Petroleum Institute,Faculty of Electric and Information Engineering,Daqing 163318,China; 2.Tengfei Construction Project Ltd,CNPC Daqing Petroleum Founders Corporation,Daqing 163000,China; 3.Fuel Enginery Power Plant,CNPC Daqing Petroleum Power Corporation,Daqing 163000,China.;Survey of ant colony algorithm[A];[C];2007
6 Gao Shang, Jiang Xinzi ,Tang Kezong,Yang Jingyu School of Electronics and Information, Jiangsu University of Science and Technology, Zhenjiang 212003 Provincial Key Laboratory of Computer Information Processing Technology, Suzhou 215006 Department of Computer, Nanjing University Science and Technology, Nanjing 210094;Hybrid Algorithm Combining Ant Colony Optimization Algorithm with Particle Swarm Optimization[A];[C];2006
7 Liu Xin-Bao Ye Qiang (School of Management,Hefei University of Technology,Anhui,Hefei,230009);A Survey of Ant Colony Algorithm Based on the Design of Module[A];[C];2008
8 SUN Yan-ge, LIU Ming, XU Zhi-yan (Department of Computer Science, Central China Normal University, Wuhan 430079, China);A QoS Routing Based on Bi-directional Convergence Ant Colony Algorithm for Ad Hoc Networks[A];[C];2006
9 Ning Jing Wang Guitang Wu Liming Liu Jun (Information engineering institute of Guangdong University of Technology,Guangzhou 510006,China);Zigbee routing protocol based on the adaptative evaporation coefficient ant colony algorithm[A];[C];2007
10 Zhong Xu Li Feiyan(Electronic and Information School Guangdong Polytechnic Normal University GuangZhou 510665 China);Hybrid Hierarchical Intelligence Control and Optimization of Parameters for Locomotive Load Current in Water Resistance Test[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 Zhuang Changwen, Fan Mingyu, Li Chunhui, Yu Juebang(Department of Optoelectronic Technology, University of Electronic Science and Technology of China, Chengdu 610054);Ant Colony Switchbox Router Based on Coordination Mechanism[J];CHINESE JOURNAL OF SEMICONDUCTORS;1999-05
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 WU Qing\|Hong, ZHANG Ji Hui, and XU Xin He (Control & Simulation Center, Northeast University, Shenyang 110006);AN ANT COLONY ALGORITHM WITH MUTATION FEATURES[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-10
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved