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《Computer Integrated Manufacturing Systems》 2011-02
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Modeling and optimization of RGV system based on improved QPSO

LUO Jian,WU Chang-qing,LI Bo,YIN Hua-yi,ZHANG Qian(School of Information Science & Technology,Xiamen University,Xiamen 361005,China)  
To improve the performance of Rail-Guided Vehicles System(RGVS) in Automatic Vehicle Storage and Retrieval Systems(AVS/RS),an optimization method based on improved Quantum Particle Swarm Optimization(QPSO) was proposed.Firstly,sequencing characteristics of tasks in RGVS were analyzed,and a mathematical model was established.Then,a QPSO algorithm was proposed to solve the scheduling problem.Meanwhile,the Gaussian mutation operator was introduced into this algorithm to overcome its shortcoming of falling into local convergence.Finally,feasibility and effectiveness of the presented method was shown by experimental results.
【Fund】: 国家自然科学基金资助项目(60975052);; 厦门大学国家“211三期工程建设”资助项目(0630-E62000)~~
【CateGory Index】: TP273
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【References】
Chinese Journal Full-text Database 1 Hits
1 ZHU Lin1,FAN Xiu-min1,2,HE Qi-chang1,2(1.Institute of Computer Integrated Manufacturing,Shanghai Jiaotong University,Shanghai 200240,China; 2.Shanghai Key Lab of Advanced Manufacturing Environment,Shanghai 200240,China);Scheduling optimization for multi-AGVs in batching area of flexible production system[J];Computer Integrated Manufacturing Systems;2012-06
【Citations】
Chinese Journal Full-text Database 6 Hits
1 SHI Jin-feng,FENG Bin,SUN JunSchool of Information Technology,Southern Yangtze University,Wuxi,Jiangsu 214122,China;Solving job-shop scheduling problem with QPSO algorithm with mutation operator[J];Computer Engineering and Applications;2008-08
2 ZHANG Xu-mei,QIU Han-guang(Sch.of Economics & Business Administration,Chongqing Univ.,Chongqing 400044,China);Improved particle swarm optimization based on k-center and its application in traveling salesman problem[J];Computer Integrated Manufacturing Systems;2007-01
3 ZHOU Jun,ZHAO Chang-you,LIU Zhan-qiang,YANG Yun,LI Jian-feng(School of Mechanical Engineering, Shandong University, Jinan 250061, China);Operation optimization of storage and retrieval for stackers in AS/RS of raw tabacco material[J];Computer Integrated Manufacturing Systems;2009-04
4 GAO Shang~(1,2), HAN Bin~1, WU Xiao-jun~1, YANG Jing-yu~2(1.School of Electronics and Information, University of Science and Technology, Zhenjiang 212003, China; 2.Department of Computer, Nanjing University of Science and Technology, Nanjing 210094, China. );Solving traveling salesman problem by hybrid particle swarm optimization algorithm[J];Control and Decision;2004-11
5 WEI Fei;Optimization of combined in/out tasks in automated warehouse[J];Hoisting and Conveying Machinery;2007-07
6 Tian Guohui Liu Changyou Lin Jiaheng Chang Faliang Jia Lei Lu Fei Li Xiaolei Shang Yunwei Li Guofeng (Coll.of Control Sci. & Eng., Shandong Univ., Jinan 250061);RESEARCH AND DEVELOPMENT ON OPTIMIZATION AND SCHEDULING PROBLEMS IN AN AUTOMATED WAREHOUSE[J];Journal of Shandong University of Technology;2001-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Yuan-li,ZHANG Yang-sen,LIU An-yu(School of Computer Science,Beijing Information Science and Technology University,Beijing 100192,China);A wireless-PDA-based order-picking scenario aided by two-dimension barcode[J];Journal of Beijing Institute of Machinery;2009-01
2 LIU An-yu,ZHANG Yang-sen,LI Yuan-li(School of Computer Science,Beijing Information Science and Technology University,Beijing 100192,China);Management system of one warehouse & multi-user based on browser/server[J];Journal of Beijing Institute of Machinery;2009-01
3 XIA Ren-qing (Computer Science Department of Bijie University,Bijie,Guizhou551700,China);The Solution of TSP Based on the Multiple Population Adaptive Simulated Annealing Genetic Algorithm[J];Journal of Bijie University;2008-04
4 MA Ting,GUO Yan-feng(Xi'an University of Technology,Xi'an 710048,China);Optimization Research of Freight Section Based on Least Time Algorithm[J];Packaging Engineering;2008-02
5 GUO Yan-feng,MA Ting,WANG Hong-tao(Xi'an University of Technology,Xi'an 710048,China);Study on Optimization of Cargo Location Assignment during Storage[J];Packaging Engineering;2008-11
6 ZHU Xiao-ping,ZHAO Xi(College of Computer Science and Engineering,Guangdong Institute of Science and Technology,Zhuhai Guangdong 519090,China);An Improved Discrete Particle Swarm Optimization Algorithm for Traveling Salesman Problem[J];Journal of Jiangxi Normal University(Natural Science Edition);2010-04
7 CHEN Yong-gang,YANG Feng-jie,SUN Ji-gui (College of Computer Science and Technology,Jilin University,Changchun 130012,China);New Particle-Swarm-Optimization Algorithm[J];Journal of Jilin University(Information Science Edition);2006-02
8 LI Yan-ling1,2,LI Gang2(1.Department of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China;2.Department of Computer Science,Xinyang Normal University,Xinyang 464000,China);Research Advances in Particle Swarm Optimization Algorithm[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-05
9 LIU Shu-hua,ZHANG Yu,FU Shuai,WU Hong-yan(School of Computer Science,Northeast Normal University,Changchun 130117,China);Multi-robot task allocation based on swarm intelligence[J];Journal of Northeast Normal University(Natural Science Edition);2009-04
10 Fan Hongdong1,2),Deng Kazhong2),Xue Jiqun1,2) and Zhu Chuanguang1,2)1)Key Laboratory of Mine Spatial Information Technologies,Henan Polytechnic University,Jiaozuo 4540002)Jiangsu Key Laboratory of Resources and Environmental Information Engineering,CUMT,Xuzhou 221116;PHASE UNWRAPPING WITH HYBRID PARTICLE SWARM OPTIMIZATION ALGORITHM[J];Journal of Geodesy and Geodynamics;2010-06
China Proceedings of conference Full-text Database 4 Hits
1 LI Xiao-lei, ZHANG Cheng-jin,TIAN Guo-hui, ZHANG Pan School of Control Science and Engineering, Shandong University, Ji'nan 250061, China.;Modeling of the warehousing system based on intelligent agent systems[A];[C];2005
2 Shu-an Liu is with Faculty of Information Science and Engineering,Northeastern University,Shenyang,China,110004 Qing Wang is with Faculty of Information Science and Engineering,Northeastern University,Shenyang,China,110004 Ling Jin is with Faculty of Information Science and Engineering,Northeastern University,Shenyang,China,110004;An Optimization Model for Storage Location Problem in the Automated Storage and Retrieval System[A];[C];2011
3 Zheng Dongliang~1 Xue Yuncan~2 Li Fei~2 Yang Qiwen~2 (College of Computer and Information Engineering Hohai University Changzhou 21302 China);Modified Discrete Particle Swarm Optimization Algorithm and Its Application in Optimal Combination Stacks of Steel Roll[A];[C];2009
4 JIA Yeqing (Shanghai Logistics Institute, Fudan University, Shanghai 200433, China);The modeling and simulation of input system for the third parties based on colored stochastic Petri net[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 WANG Wan-jun,ZHANG Wei-gong(School of Instrument Science and Engineer,Southeast University,Nanjing 210096,China);Research state and development trend of guide technology for automated guided vehicle[J];Transducer and Microsystem Technologies;2009-12
2 Chen shaopu(CAD/CAPP Research office);A Flexible Automatic Line for Multivariant and Mass Production of Automobile Parts[J];Journal of Hubei Automotive Industries Institute;1994-02
3 ZHONG Jianlin(Beijing Information Science and Technology University,Beijing 100192,China);Research on Design and Control of Automated Guided Vehicles Transporting Subsystem in Manufacturing System[J];Machine Tool & Hydraulics;2010-10
4 ZHONG Jianlin,LIU Zhonghe (China Ministry of Education Key Laboratory of Measurement and Control Technology,Beijing Information Science and Technology University,Beijing 100192,China);Scheduling and Supervising of Multi-agent Transport Sub-system in Manufacturing System[J];Machine Tool & Hydraulics;2011-11
5 JIANG Li,DING Bin,ZANG Xiao-ning(School of Management,University of Science & Technology of China,Hefei 230026,China);Workstation-oriented production logistics distribution optimization[J];Computer Integrated Manufacturing Systems;2009-11
6 HOU Ling-juan,ZHOU Hong,LIANG Chun-hua(School of Economics & Management,Beihang University,Beijing 100191,China);Vehicle routing problem with uncertain demand and travel time[J];Computer Integrated Manufacturing Systems;2011-01
7 JIN Jia-qi,WANG Yu-Peng(Shenyang polytechnical University,Shenyang 110023,China);Research on application of AGV to engine trial run[J];Machinery Design & Manufacture;2005-11
8 ZHONG Jian-lin1,Andrzej Maslowski2 (1Beijing Information Science and Technology University,Beijing 100192,China) (2Warsaw University of Technology,Faculty of Production Engineering,Poland);Design the architecture of multi-agent transport sub-system in manufacturing system[J];Machinery Design & Manufacture;2010-03
9 NIE Feng CHENG Hang (Research Institute of Mechatronics Engineering,Taiyuan University of Technology,Taiyuan 030024,China);Research on the Optimal Scheduling of RGV System[J];Logistics Technology;2008-10
10 WANG Guo-xin, NING Ru-xin, WANG Ai-min, LI Hai (School of Mechanical Vehicular Engineering, Beijing Institute of Technology, Beijing 100081, China);Present Application Situation and Trends of Simulation Optimization in Manufacturing System[J];Journal of System Simulation;2008-01
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Zhang Zhao 1,2, Pei Yanling2, Zhang Renbao1 (1. School of Electrical and Automation Engineering, Tianjin University, Tianji n 300072, China; 2.Shandong Provincial Architectural Design & Research Institute,Jinan 250001, China);The Forward Recurrent Method for Dynamic Programming[J];Engineering Science;2005-02
2 TAN Hao~1,WANG Jin-yan~2,HE Yi-zhen~2,SHEN Chun-lin~1(1. School of Automation Engineering, NUAA,Nanjing 210016,China;2. 615 Institute of China Aviation Industry Corporation Ⅰ, Shanghai 200000,China);Sub Swarm and Crossbreed Strategy PSO for TSP[J];Systems Engineering;2005-04
3 Chang Faliang, Liu Changyou (Automation Department, Shandong University of Technology, Jinan 250061 );Study of Optimization and Stream Scheduling of Goods Distributing Center[J];HIGH TECHNOLOGY LETTERS;1997-12
4 Chang Faliang, Liu Changyou, Shang Yunwei (Automation Department, Shandong University of Technology, Jinan 250061);The Optimal Method of Boxes Shift Operation of a Space Warehouse[J];HIGH TECHNOLOGY LETTERS;1998-11
5 LIU Jin-ping,ZHOU Bing-hai,XI Li-feng (School of Mechanical Engineering,Shanghai Jiao Tong University,Shanghai 200030,China);Case-based Bay Assignment in a FMS-integrated Automated Storage/Retrieval System[J];Industrial Engineering and Management;2005-01
6 ;PLC网络在自动化立体仓库堆垛机上的应用[J];Industrial Contral Computer;2002-05
7 HUANG Lan, WANG Kang-ping, ZHOU Chun-guang, PANG Wei, DONG Long-jiang, PENG Li(College of Computer Science and Technology, Jilin University, Changchun 130012, China);Particle Swarm Optimization for Traveling Salesman Problems[J];Acta Scientiarium Naturalium Universitatis Jilinensis;2003-04
8 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
9 Shang Yunwei 1 Qiu Yuhuang 1 Liu Changyou 21(Laboratory of Complex Systems and Intelligence Science,Institute of Auto mation,Chinese Academy of Sciences,Beijing100080) 2(School of Transportation Engineering,Civil Aviation University of China,Tianjin300300);Optimization of Goods Locations Assignment of Automated Warehouse[J];Computer Engineering and Applications;2004-26
10 Xiao Jianmei Li Junjun Wang Xihuai (Department of Electrical and Automation,Shanghai Maritime University,Shanghai200135);A Modified Particle Swarm Optimization for Traveling Salesman Prob lems[J];Computer Engineering and Applications;2004-35
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