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《Computer Science》 2003-05
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A Partheno Genetic Algorithm for Traveling Salesman Problem

WANG Bin LI Yuan-Xiang WANG Zhi (State Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072) (Alcatel Shanghai Bell Inc- ) (wzfq@yeah.net)  
In this paper, a kind of Partheno Genetic Algorithm (PGA) based on Path Representation scheme is proposed for solving Traveling Salesman Problem(TSP). This algorithm employs only mutation and selection operators to produce the offspring, instead of traditional crossover operator. A specific mutation operator is designed combining the insertion operator with inversion operator, which ensures its strong searching capability. This algorithm simulates the recurrence of nature evolution process, while providing fewer control parameters. Experiments based on Chinese 144 cities(CHN144)and 7 instances selected from TSPLIB are used to test the performance of this algorithm. They prove that it can reach the satisfying optimization at a faster speed. Especially, for the CHN144, the best path it finds is better than any other available one.
【Fund】: 国家自然科学基金(69703011);; 教育部骨干教师资助计划
【CateGory Index】: TP18
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Chinese Journal Full-text Database 10 Hits
1 WU Zhi-min1,WU Feng-li2,ZOU Yun-bo1,LI Hong-wei1,LU Hou-qing1(1.Engineering Institute of Corps of Engineers,PLA Univ.of Sci.& Tech.,Nanjing 210007,China;2.Institute of Meteorology,PLA Univ.of Sci.& Tech.,Nanjing 211101,China);Solution to traveling salesman problems with simulated annealing partheno genetic algorithm in MATLAB[J];Journal of PLA University of Science and Technology(Natural Science Edition);2007-01
2 Hu Chunde Zhu Yanjun Gao Suixiang(Graduate School of the Chinese Academy of Sciences,Beijing100039);A New Partheno-Genetic Algorithm for Traveling Salesman Problem[J];Computer Engineering and Applications;2004-35
3 Zhu Yanjun Hu Chunde Gao Suixiang(Graduate School of the Chinese Academy of Sciences,Beijing 100039);An Improved Partheno Evolution Genetic Algorithm on the Shortest Route Problem[J];Computer Engineering and Applications;2005-08
4 LI Qian,WEN Gui-hui,DING Yue-hua(Institute of Computer Application Engineering,South China University of Technology,Guangzhou 510641,China);An Improved Partheno-Genetic Algorithm for TSPs[J];Computer Engineering & Science;2007-02
5 LIU Wan-jun1, HUANG Yang-bo2, DING Peng3(1. School of Software, Liaoning Technical University, Huludao Liaoning 125105, China;2. Graduate School, Liaoning Technical University, Huludao Liaoning 125105, China;3. Warehousing Automation Division, Shenyang Siasun Robot and Automation Company Limited, Shenyang Liaoning 110168, China);Optimized research on order picking based on partheno-genetic algorithm[J];Journal of Computer Applications;2010-11
6 ZHANG Jian-ping1,LIU Xi-yu2 (1.Binzhou University Computer Science Department,Binzhou Shandong 256603,China; 2.Shandong Normal University Computer Management Department,Jinan Shandong 250014,China);A Partheno Genetic Algorithm Based on Gene Pool for TSP[J];Computer Simulation;2010-08
7 Lei Ting, Xu Kai, Mo Jinqiu, Xu Wei (Institute for Mechatronics Design and Automation Technology, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China);Operation Sequence Optimization for Multi-Head Overhead-Gantry Mounter[J];Computer Measurement & Control;2006-09
8 HUANG Yang-bo1a,LIU Wan-jun1b,DING Peng2,LIU Hui1c(1a.Graduate School;1b.School of Software;1c.School of Electronics and Information Engineering,Liaoning Technical University,Huludao 125105,China;2.Warehousing Automation Division,Shenyang Siasun Robot & Automation Co.,Ltd.,Shenyang 110168,China);Optimization of Picking Operation Based on Immune Partheno Genetic Algorithm[J];Computer Engineering;2011-11
9 LI Ning;Optimization of compound operational route for SRM in AS/RS based on partheno-genetic algorithm[J];Hoisting and Conveying Machinery;2009-06
10 ZHU Yan-jun, HU Chun-de, GAO Sui-xiang (Graduate School of Chinese Academy of Sciences, Beijing 100039, China);Application of partheno evolution genetic algorithm in location of distribution center[J];Computer Engineering and Design;2005-03
China Proceedings of conference Full-text Database 1 Hits
1 Zhang Chuan-hai~1 Feng Bin~2 Xue Qing~1 Cao Bo-wei~1 (1.Academy of Armored Force Engineering,Beijing,100072;2.General Administration of Quality of the People's Republic of China,Beijing,100217);Research on Algorithm of Optimization of Siting of Naval Harbor and Route[A];[C];2010
Chinese Journal Full-text Database 10 Hits
1 Li Maojun (Dept. of Electr. Eng. Changsha Univ.of Electr.Power Changsha 410077) Qiu Lifang (Hunan Machinery Industry School Changsha 410007) Tong Tiaosheng (Dept. of Electr. Eng.Hunan Univerity Changsha 410082);Analysis on Searching Efficiency of ParthenoGenetic Algorithm[J];JOURNAL OF CHANGSHA UNIVERSITY OF ELECTRIC POWER(NATURAL SCIENCE);1999-01
2 Tang Lixin (School of Information Science and Engineering,NEU, Shenyang 110006);Improved Genetic Algorithms for TSP[J];JOURNAL OF NORTHEASTERN UNIVERSITY;1999-01
3 LI Xue-rui, LU Zhi-ping, ZHAO Dong-qing (Institute of Surveying and Mapping, Information Engineering University, Zhengzhou Henan 450052, China);The Building of Topologic Relationship and Analysis of Shortest Path Based on MapX[J];Surveying and Mapping of Geology and Mineral Resources;2004-03
4 YANG Guang 1,2,LIU Xiangnan1 (1.College of Urban and Environment Science,Northeast Normal University, Changchun 130024,China; 2. The Sixth Department,the Second Aeronautical Institute of Air Force,Changchun 130022,China);Development of Popular Science Tour Electronic Map[J];Geo-information Science;2002-04
5 YANG Bo, ZHAO Zun-lian, CHEN Yun-ping, HAN Qi-ye (School of Electrical Engineering, Wuhan University, Wuhan 430072, Hubei Province, China; State Grid Corporation of China, Xicheng District, Beijing 100031, China; Central China Grid Company Limited, Wuhan 430077, Hubei Province, China);An Improved Particle Swarm Optimization Algorithm for Optimal Power Flow Problem[J];Power System Technology;2006-11
6 ZHANG Xue-wen,LI Yan-jun (Institute of Intelligent Systems & Decision Making,Zhejiang University,Hangzhou 310027,Zhejiang Province,China);Self-Adjusted Particle Swarm Optimization Algorithm Based Economic Load Dispatch of Power System[J];Power System Technology;2006-18
7 FENG Zhi-gang (Circuits Flex Manufacture Centre of China Academy of Electronics and Information Technology,Beijing 100041,China);Optimizing SMT Line[J];ELECTRONICS PROCESS TECHNOLOGY;2000-01
8 WANG Lei,PAN Jin,JIAO Li-cheng (Key Lab for Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);The Immune Algorithm[J];ACTA ELECTRONICA SINICA;2000-07
9 ZHANG Miao1,XU Ming-wei2,WU Jian-ping2 (1.Network Engineering Research Center,Tsinghua University,Beijing 100084,China; 2.Dept.of Computer Science & Technology,Tsinghua University,Beijing 100084,China);Survey on Application Layer Multicast[J];Acta Electronica Sinica;2004-S1
10 HUANG Dong-jun,CHEN Song-qiao(School of Information Science and Engineering,Central South University,Changsha,Hunan,410083,China);A Model and Its Realization of Multipoint Videoconferencing Based on Source-Specific Multicast[J];Acta Electronica Sinica;2005-01
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CAO Heng-zhi,YU Xian-chuan(College of Information Science and Technology,Beijing Normal University,Beijing 100875,China);Parthenon-Genetic Simulated Annealing Algorithm and Its Application in Combinatorial Optimization Problems[J];Journal of Beijing University of Posts and Telecommunications;2008-03
2 ZHU Huan-ping1,ZHU Qing-gen2,Li Li1(1.School of Economics and Management,Southweast Jiaotong University,Chengdu 610031,China;2.School of Commerce,Jiujiang University,Jiujiang 332005,China);The Application of Fuzzy Multi-attribute Decision-making in the Location of Distribution Center[J];Commercial Research;2007-10
3 XIAO Xiao-ming,KUANG Dong-lin,CAI Zi-xing(School of Information Science & Engineering,Central South University,Changsha 410083,China);The Analysis of Approach of Initialization to Population of SPGA[J];Computer and Information Technology;2009-04
4 DING guo-qiang,L zhi-guo(Computer and Information Engineering Department,Luoyang Institute of Science and Technology Luoyang,Luoyang,471023 China);Research on Optimum of Minimum Spanning Tree Based on Algorithm of Prim[J];Journal of Gansu Lianhe University(Natural Science Edition);2009-05
5 LIU Jian WANG Jun-hong ZHOU Tong(Electronic Engineering Department,North China Institute of Aerospace Engineering,Langfang 065000,China);Building a Mathematical Model,Optimizing Mount Process[J];Journal of North China Institute of Aerospace Engineering;2008-06
6 LI Lan, JIANG Wei-qiang ( School of Computer & Information Engineering, Harbin University of Commerce, Harbin 150028,China);Study on application of ant colony genetic optimization algorithm in choosing logistics distribution routes[J];Journal of Harbin University of Commerce(Natural Sciences Edition);2009-06
7 ZHANG Qi-yi1,QIU Guo-qing2,KOU Xue-zhi1,CHEN Liang2(1.PLA Automobile Management Institute,Bengbu 233011,China;2.Engineering Institute of Corps of Engineers,PLA Univ.of Sci.& Tech.,Nanjing 210007,China);Application of two-stages genetic algorithm to solving TSP[J];Journal of PLA University of Science and Technology(Natural Science Edition);2011-01
8 Zhang Kaibo Zhu Yanjun (Graduate School of the Chinese Academy of Sciences,Beijing 100039);The Application of Partheno Evolution Genetic Algorithm in Location of Distribution Centres[J];Computer Engineering and Applications;2006-20
9 ZHOU Kang1,2,QIANG Xiao-li1,TONG Xiao-jun1,2,XU Jin1 1.Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China 2.Department of Mathematics and Physics,Wuhan Polytechnic University,Wuhan 430023,China;Algorithm of TSP[J];Computer Engineering and Applications;2007-29
10 MU Yun-zhi,ZHOU Gen-gui College of Business Administration,Zhejiang University of Technology,Hangzhou 310023,China;Genetic algorithm based on prüfer number for solving Degree-Constrained Minimum Spanning Tree Problem[J];Computer Engineering and Applications;2008-12
China Proceedings of conference Full-text Database 2 Hits
1 Yunzhi Mu Gengui Zhou Zhejiang University of Technology,College of Business Administration;A Two-Stage Genetic Algorithm for Solving the Degree-Constrained Minimum Spanning Tree Problem[A];[C];2007
2 Haibing Wu Ping Liu (The Fifth Department of Artillery Academy, Hefei, Anhui, 230031);The Application of Hybrid Genetic Algorithm in the Optimization Problem of Logistics Delivering[A];[C];2006
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