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Multiple People Picking Assignment and Routing Optimization Based on Genetic Algorithm

Multiple People Picking Assignment and Routing Optimization Based on Genetic Algorithm
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摘要 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. 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.
作者 孙慧
机构地区 青岛大学
出处 《科技视界》 2014年第1期26-27,57,共3页 Science & Technology Vision
基金 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)
关键词 拣选效率 采收期 遗传算法 计算方法 Order-picking task allocating Associated order-picking routes A heuristic algorithm based on genetic algorithm
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  • 1李家齐,樊双蛟.分拣作业方式的效率效益[J].中国物流与采购,2006(6):40-42. 被引量:5
  • 2李诗珍,李莉,杜文宏.配送中心单品拣货模式及其效能分析[J].包装工程,2006,27(6):221-224. 被引量:4
  • 3李诗珍,杜文宏,彭其渊.低层人至物拣货系统订单拣货路径问题研究[J].起重运输机械,2007(8):5-9. 被引量:6
  • 4中国自动化网.电子标签辅助拣货自动化控制系统[EB/OL]. (2008 05-28). http ://www. ca800, com/apply/html/2008-5 -28/n29491. html.
  • 5Van den BERG J P. A Literature Survey on Planning and Control of Warehousing Systems [J]. IIE Transactions, 1999(31) :751-762.
  • 6HSU C M,CHEN K Y,CHEN M C. Batching Orders in Warehouses by Minimizing Travel Distance with Genetic Algorithms[J]. Computers in Industry, 2005,56 ( 2 ) : 169-178.
  • 7DEMIRKOL E, MEHTA S,UZSOY R. A Computation- al Study of Shifting Bottleneck Procedures for Shop Scheduling Problems[J]. Journal of Heuristic, 1997 ( 3 ) : 111-137.
  • 8CHAN Felix T S, CHAN H K. Improving the Produc- tivity of Order Picking of a Manual-pick and Multi-level Rack Distribution Warehouse through the Implementa- tion of Class-based Storage[J]. Expert Systems with Applications, 2011(38) :2686-2700.
  • 9HSIEH Ling-feng, HUANG Yi-chen. New Batch Con- struction Heuristics to Optimize the Performance of Or-der Picking Systems[J]. Int J Production Economics, 2011(131) :618-630.
  • 10李诗珍.配送中心ABC分类存储模式与拣货路径策略选择[J].起重运输机械,2008(6):4-7. 被引量:10

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