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《Science & Technology Vision》 2014-01
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Multiple People Picking Assignment and Routing Optimization Based on Genetic Algorithm

SUN Hui;Complexity Science Institute,Qingdao University;  
In order to improve the picking efficiency,reduce the picking time,this paper take artificial picking operation of a certain distribution center which has double-area warehouse as the studying object. Discuss the picking task allocation and routing problems. Establish the TSP model of order-picking system. Create a heuristic algorithm bases on the Genetic Algorithm(GA) which help to solve the task allocating problem and to get the associated order-picking routes. And achieve the simulation experiment with the Visual 6.0C++ platform to prove the rationality of the model and the effectiveness of the arithmetic.
【Fund】: 国家自然科学基金项目资助(70671057);; 山东省自然科学基金项目资助(ZR2010GM006)
【CateGory Index】: F250;F224
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 LI Zhen1,HU Qing-dong2,ZHANG Guo-ying2,MA Xiang2 (1.The Logistics Institute,Shandong University,Jinan 250061,China;2.North China Power Equipment & Material General Corp,Beijing 100075,China);Optimization Research of Picker Routing in Warehouse Based on Niche Genetic Algorithm[J];Logistics Sci-Tech;2011-06
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 Wang Gao-lin;Lin Yu;Department of Management and Economics,Tianjin University;;On Flexible Zoning Problem of Picking Area for Part SPS Distribution[J];Industrial Engineering Journal;2013-04
2 LIN Yu,DENG Yong-feng;The method of storage assignment in Set Parts Supply based on the balance[J];Manufacturing Automation;2013-16
3 LI Xiaochun;ZHONG Xueling;WANG Xiongzhi;WANG Guoqing;Department of Information Engineering and Technology, Nanhai Campus, South China Normal University;Department of Computer, Guangdong University of Finance;College of Economics and Management, South China Agriculture University;Management School, Jinan University;;Storage location assignment in synchronized zone order picking systems[J];Computer Engineering and Applications;2013-19
4 BAI Yin,XIE Yong,CHEN Fang-yu,CHEN Xin(Institute of Systems Engineering,Huazhong University of Science & Technology,Wuhan 430074,China);Optimization of Warehouse Picking Route Based on Deviation Ratio[J];Logistics Technology;2012-03
5 SHEN Yi-cai1,LI Jun2(1.Henan University of TCM,Zhengzhou 450008,China; 2.North China University of Water Resources and Electric Power,Zhengzhou 450011,China);Optimized BP Neural Network Model Based on Niche-genetic Algorithm[J];Computer Technology and Development;2012-09
6 Gao Ying;Yan Zhengguo;College of Electronic Engineering,Xi 'an petroleum university;College of Physics and Electronic Information,Yan'an University;;Design and Implementation of Multi-core Programming Based on OpenMP[J];Electronic Test;2014-05
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