Order Batching Optimization in Dual Zone Type Warehouse Based on Genetic Algorithms
Science Journal of Business and Management
Volume 3, Issue 3, June 2015, Pages: 77-81
Received: Apr. 13, 2015;
Accepted: Apr. 24, 2015;
Published: Jun. 2, 2015
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Jie Zhu, School of Information, Beijing Wuzi University, Beijing, China
Hong Zhang, School of Information, Beijing Wuzi University, Beijing, China
Li Zhou, School of Information, Beijing Wuzi University, Beijing, China
Jian Guo, School of Information, Beijing Wuzi University, Beijing, China
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With the rapid development of e-commerce and the global economy, order picking mode of multiple batches and small quantities becoming more and more, which makes artificial picking system occupy a larger proportion in a variety of ways. The optimization study of the artificial person picking system has a crucial role to enhance the efficiency of batch picking, then increasing customer satisfaction. In this paper, according to the characteristics of the problem, Genetic algorithm was selected as the model's algorithm. The detailed design of coding, crossover method, genetic algorithm in solving process variation method, is used to realize the optimization of the model.
Manual Order Picking System, Order Batching, Genetic Algorithm
To cite this article
Order Batching Optimization in Dual Zone Type Warehouse Based on Genetic Algorithms, Science Journal of Business and Management.
Vol. 3, No. 3,
2015, pp. 77-81.
Sebastian Henn,Algorithms for on-line order batching in an order picking warehouse [J]. Computer & Operations Research, 2012, 2549-2563.
Sebastian Henn, Soren Koch, Karl F. Doerner, ect. Metaheuristics for the Order Batching Problem in the Manual Order Picking System[J]. BuR-Business Research, 2010, Vol.3 (1), pp.82-105
Seval Ene,Nursel Ozturk, Storage location assignment and order picking optimization in the automotive industry[J]. Int J Adv Manuf Technol, 2011, pp.787-797
Osman Kulak,Yusuf Sahin, Mustafa Egemen Taner.Joint order batching and picker routing in single and multiple-cross-aisle warehouse using cluster-based tabu search algorithms[J].Flex Serv Manuf J,2012,(24):52-80
Amir Hossein Azadnia, Shahrooz Taheri, Pezhman Ghadimi, ect. Order Batching in Warehouse by Minimizing Total Tardiness: A Hybrid Approach of Weighted Association Rule Mining and Genetic Algorithms [J]. The Scientific World Journal, 2013, 1-13
Gibson D R,Sharp G.P. Orderbatching Proeedures [J]. EuroPean Journal of Operational Researeh, 2005, 58(l),57-67.
Le-Due, De Koste. Travel distance estimation and storage zone optimization in a 2-bloek class-based storage strategy warehouse [J]. Intemational Joumal of Production Researeh, 2004, 43(17), 3561-3581.
Tho Le-Duc. Design and Control of Efficient Order Picking Processes [M]. Rotterdam: Erasmus University Rotterdam, 2005.
Roodbergen , K.J. and DeKoster,R Routing order Pickers in awarehouse with a middle Aisle[J]. EuroPean Journal of Operational Researeh. 2001, 133, 32-43.
Pratik J Parikh, Russell D Meller. Selecting between batch and zone order picking trategies in a distribution center [J]. Transportation Research Part E, 2008, 44: 696-719.