Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Control and Decision》 2013-03
Add to Favorite Get Latest Update

Improved tabu search with diversification perturbation and mutation operator for component placement process optimization of multi-head surface mounting machine

CHEN Tie-mei,LUO Jia-xiang,DU Juan,HU Yue-ming 1.Information Science School,Guangdong University of Business Studies,Guangzhou 510320,China; 2a.Engineering Research Center for Precision Electronic Manufacturing Equipments of Ministry of Education, 2b.College of Automation Science and Engineering,South China University of Technology,Guangzhou 510640, China.  
A modified tabu search with the diversification perturbation operator and mutation operator is developed based on the mounting process optimization problem for the multi-head surface mounting machine.Based on the traditional tabu search algorithm,the diversification perturbation based on long-term frequency information and a mutation operator are used to expand the search place.A local descent search strategy is embedded into the algorithm to optimize the feeder assignment. Experimental results show that the proposed algorithm can obtain satisfied near-optimal solutions to the mounting process optimization in a short length of time and is superior to the algorithms presented in literature in terms of both solution quality and computation speed.
【Fund】: 国家自然科学基金项目(60835001 60804053 61105081);; 广东省教育部产学研结合项目(2009A090100027)
【CateGory Index】: TP301.6
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 4 Hits
1 HU Yi-jing,HU Yue-ming,WU Xin-sheng(South China University of Technology,Guangzhou 510640,China);Mounting Optimization Approaches of High-speed and High-precision Surface Mounting Machines[J];Electronics Process Technology;2006-04
2 FU Cheng-hong1,2,FU Zhuo2(1. School of Traffic and Transportation Engineering,Central South University,Changsha 410075,China; 2. Schoolof Traffic and Transportation Engineering,Changsha University of Science and Teleology,Changsha 410004,China);An Improved Tabu Search Algorithm with Adjacent Information for Capacitated Vehicle Routing Problem[J];Systems Engineering;2010-05
3 CHEN Tiemei1,2,LUO Jiaxiang21.Information Science School,Guangdong University of Business Studies,Guangzhou 510320,China 2.College of Automation Science and Engineering,South China University of Technology,Guangzhou 510640,China;Optimization for multi-head surface mounting machine based on tabu search and shuffled frog-leaping algorith[J];Computer Engineering and Applications;2011-26
4 CHEN Tie-mei~(1,2),LUO Jia-xiang~1,HU Yue-ming~1 (1a.Engineering Research Center for Precision Electronic Manufacturing Equipments of Ministry of Education,1b. College of Automation Science and Engineering,South China University of Technology,Guangzhou 510641,China;2. School of Information Science,Guangdong University of Business Studies,Guangzhou 510320,China.;Research of feeder allocation of surface mounting machine based on antcolony algorithm and genetic algorithm[J];Control and Decision;2011-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 XIAO Yong-shan1, SONG Fu-min2, LIU Shao-jun1 (1. College of Mechanical Engineering of Central South University, Changsha 410083, China; 2. Guangzhou yangcheng Science&Tecnology Enterprises co., ltd, Guangzhou 510520, China);Survey on Placement Equipment of SMC/SMD[J];Equipment for Electronic Products Manufacturing;2006-12
2 SONG Fu-min1, XIAO Yong-shan2 ( 1.Guangzhou yangcheng Science & Tecnology Enterprises co., ltd, Guangzhou 510520, China; 2.College of Mechanical Engineering of Central South University, Changsha 410083, China );Design Research on x-y Moving Beam of Placement Equipment[J];Equipment for Electronic Products Manufacturing;2007-09
3 XIAN Fei (Fiberhome Telecommunication Technologies Co., Ltd, Wuhan 430073, China);The Summarizing for Placement Process[J];Equipment for Electronic Products Manufacturing;2008-12
4 XIAN Fei (Huazhong Numerical Control Co.,Ltd,Wuhan 430223,China);Design and Implementation of SMT Optimization System[J];Equipment for Electronic Products Manufacturing;2011-12
5 XIAN Fei(Fiberhome Telecommunication Technologies Co,Ltd,Wuhan 430074,China);Methods and Measures for Improving SMT Line Efficiency[J];Electronics Process Technology;2008-05
6 LI Xi-zhang,REN Bo-cheng(Beijing Assemble Electonic Co.Ltd,Beijing 100041,China);Solution of Reject Chips for Chip Placement[J];Electronics Process Technology;2009-04
7 SHI Jian-wei1,XU Zhi-xiong1,LI Zhi-wen1,YANG Ji-feng2(1.Sun East Electronic Technology Company Ltd,Shenzhen 518103,China;2.Harbin Institute of Technology,Harbin 150001,China);Workshop Management and Quality Control in SMT[J];Electronics Process Technology;2009-06
8 XIAN Fei(Huazhong Numerical Control Co.,Ltd,Wuhan 430223,China);Design and Development of Data Preparation System for SMT[J];Electronics Process Technology;2010-01
9 XIAN Fei (Huazhong Numerical Control Co.,Ltd,Wuhan 430223,China);Design and Implementation of SMT Optimization System[J];Electronics Process Technology;2010-02
10 LIANG Wan-lei1,ZHAO Peng2(1.Hebei University of Technology,Tianjin 300130,China;2.North China Institute of Aerospace Engineering,Langfang 065000,China);Research on Mounter Balance Optimization in SMT Production Line[J];Electronics Process Technology;2010-03
China Proceedings of conference Full-text Database 1 Hits
1 Xian fei(Huazhong Numerical Control Co.,Ltd,Wuhan 430223,China);Design and Implementation of SMT Optimization System[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 HU Yi-jing,HU Yue-ming,WU Xin-sheng(South China University of Technology,Guangzhou 510640,China);Mounting Optimization Approaches of High-speed and High-precision Surface Mounting Machines[J];Electronics Process Technology;2006-04
2 ZHU Guang-yu,LIN Wei-qing(College of Mechanical Engineering and Automation,Fuzhou University,Fuzhou 350002,China);Mounting sequential optimization on surface mounting machine using improved hybrid frog-jumping algorithm[J];Chinese Journal of Construction Machinery;2008-04
3 LI Ying-hai,ZHOU Jian-zhong,YANG Jun-jie,LIU Li College of Hydroelectric and Digitalization Engineering,Huazhong University of Science and Technology,Wuhan 430074,China;Modified Shuffled Frog Leaping Algorithm based on threshold selection strategy[J];Computer Engineering and Applications;2007-35
4 ZENG You-jiao,JIN Ye(CIM Research Inst., Shanghai Jiaotong Univ., Shanghai 200030,China);Component Placement Sequence Optimization for Surface Mounting Machine Based on Genetic Algorithm[J];Computer Integrated Manufacturing Systems;2004-02
5 ZHU Guang-yu(College of Mechanical Engineering & Automation,Fuzhou University,Fuzhou 350002,China);Meme triangular probability distribution shuffled frog-leaping algorithm[J];Computer Integrated Manufacturing Systems;2009-10
6 TIAN Fu-hou, LI Shao-yuan(Institute of Automation, Shanghai Jiaotong University, Shanghai 200030, China. );Optimization of Feeder Assignment Using Genetic Algorithms in Surface Mounting Machine[J];Control and Decision;2005-08
7 ZOU Shurong1,2,HUANG Xiaobin2,ZHANG Hongwei2(1.Computer Aided Design Engineering,Southwest Jiaotong University,Chengdu 610031,China;2.Department of Computers,Chengdu University of Information Technology,Chengdu 610225,China);Multi-Objective Genetic Algorithm for Solving Capacitated Vehicle Routing Problems[J];Journal of Southwest Jiaotong University;2009-05
8 FU Zhuo (School of Traffic and Transportation Engineering,Central South University,Changsha 410075, China);The Capacitated Open Vehicle Routing Problem and Its Tabu Search Algorithm[J];Systems Engineering-theory & Practice;2004-03
9 LI Xiang-yong,TIAN Peng(Antai College of Economics & Management,Shanghai Jiaotong University,Shanghai 200030,China);Research on ant colony optimization algorithm for the open vehicle routing problem[J];Systems Engineering-Theory & Practice;2008-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved