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《Control and Decision》 2013-03
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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
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【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
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【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
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1 Xian fei(Huazhong Numerical Control Co.,Ltd,Wuhan 430223,China);Design and Implementation of SMT Optimization System[A];[C];2011
【Secondary Citations】
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