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Design and control of warehouse order picking: a literature review. (English) Zbl 1121.90385

Summary: Order picking has long been identified as the most labour-intensive and costly activity for almost every warehouse; the cost of order picking is estimated to be as much as 55% of the total warehouse operating expense. Any underperformance in order picking can lead to unsatisfactory service and high operational cost for the warehouse, and consequently for the whole supply chain. In order to operate efficiently, the order-picking process needs to be robustly designed and optimally controlled. This paper gives a literature overview on typical decision problems in design and control of manual order-picking processes. We focus on optimal (internal) layout design, storage assignment methods, routing methods, order batching and zoning. The research in this area has grown rapidly recently. Still, combinations of the above areas have hardly been explored. Order-picking system developments in practice lead to promising new research directions.

MSC:

90B50 Management decision making, including multiple objectives
90B06 Transportation, logistics and supply chain management

References:

[1] Ashayeri, J.; Gelders, L. F., Warehouse design optimization, European Journal of Operational Research, 21, 285-294 (1985)
[2] Ashayeri, J.; Heuts, R. M.; Beekhof, M.; Wilhelm, M. R., On the determination of class-based storage assignments in an AS/RS having two I/O locations, (Graves; etal., Progress in Material Handling Research: 2002 (2003), Material Handling Institute: Material Handling Institute Charlotte), 51-69
[3] Bartholdi, J. J., Balancing two-sided assembly lines: A case study, International Journal of Production Research, 31, 10, 2447-2461 (1993)
[4] Bartholdi, J., Eisenstein, D., 1996. Bucket brigades: A self-organizing order-picking system for a warehouse. Report, School of Industrial Engineering, Georgia Tech, Atlanta, USA.; Bartholdi, J., Eisenstein, D., 1996. Bucket brigades: A self-organizing order-picking system for a warehouse. Report, School of Industrial Engineering, Georgia Tech, Atlanta, USA.
[5] Bartholdi, J., Eisenstein, D., 2005a. Bucket brigades. Available on line at: http://www.isye.gatech.edu/ jjb/bucket-brigades.html; Bartholdi, J., Eisenstein, D., 2005a. Bucket brigades. Available on line at: http://www.isye.gatech.edu/ jjb/bucket-brigades.html
[6] Bartholdi, J.; Eisenstein, D., Using bucket brigades to migrate from craft manufacturing to assembly lines, Manufacturing & Service Operations Management, 7, 2, 121-129 (2005)
[7] Bartholdi, J.J., Hackman, S.T., 2005. Warehouse & distribution science. Available on line at: http://www.tli.gatech.edu/whscience/book/wh-sci.pdf; Bartholdi, J.J., Hackman, S.T., 2005. Warehouse & distribution science. Available on line at: http://www.tli.gatech.edu/whscience/book/wh-sci.pdf
[8] Bartholdi, J.; Bunimovich, L. A.; Eisenstein, D., Dynamics of two- and three-worker “bucket brigade” production lines, Operations Research, 47, 3, 488-491 (1999) · Zbl 1014.90027
[9] Bartholdi, J.; Eisenstein, D.; Foley, R., Performance of bucket brigades when work is stochastic, Operations Research, 49, 5, 710-719 (2001) · Zbl 1163.90449
[10] Bartholdi, J.; Eisenstein, D.; Lim, Y. F., Bucket brigades on in-tree assembly networks, European Journal of Operational Research, 168, 3, 870-879 (2006) · Zbl 1083.90005
[11] Bassan, Y.; Roll, Y.; Rosenblatt, M. J., Internal layout design of a warehouse, AIIE Transactions, 12, 4, 317-322 (1980)
[12] Bozer, Y. A.; Cho, M., Throughput performance of automated storage/retrieval systems under stochastic demand, IIE Transactions, 37, 4, 367-378 (2005)
[13] Bozer, Y. A.; Sharp, G. P., An empirical evaluation of general purpose automated order accumulation and sortation system used in batch picking, Material Flow, 2, 111-113 (1985)
[14] Bozer, Y. A.; White, J. A., Travel-time models for automated storage/retrieval systems, IIE Transactions, 16, 329-338 (1984)
[15] Bozer, Y. A.; Quiroz, M. A.; Sharp, G. P., An evaluation of alternative control strategies and design issues for automated order accumulation and sortation systems, Material Flow, 4, 265-282 (1988)
[16] Brynzér, H.; Johansson, M. I., Design and performance of kitting and order picking systems, International Journal of Production Economics, 41, 115-125 (1995)
[17] Brynzér, H.; Johansson, M. I., Storage location assignment: using the product structure to reduce order picking times, International Journal of Production Economics, 46, 595-603 (1996)
[18] Caron, F.; Marchet, G.; Perego, A., Routing policies and COI-based storage policies in picker-to-part systems, International Journal of Production Research, 36, 3, 713-732 (1998) · Zbl 0951.90507
[19] Caron, F.; Marchet, G.; Perego, A., Optimal layout in low-level picker-to-part systems, International Journal of Production Research, 38, 1, 101-117 (2000) · Zbl 0945.90508
[20] Chen, M. C.; Wu, H. P., An association-based clustering approach to order batching considering customer demand patterns, Omega International Journal of Management Science, 33, 4, 333-343 (2005)
[21] Chen, M. C.; Huang, C. L.; Chen, K. Y.; Wu, H. P., Aggregation of orders in distribution centers using data mining, Expert Systems with Applications, 28, 3, 453-460 (2005)
[22] Chew, E. P.; Tang, L. C., Travel time analysis for general item location assignment in a rectangular warehouse, European Journal of Operational Research, 112, 582-597 (1999) · Zbl 0933.90042
[23] Choe, K., Sharp, G.P., 1991. Small parts order picking: design and operation. Available on-line at: <http://www.isye.gatech.edu/logisticstutorial/order/article.htm>; Choe, K., Sharp, G.P., 1991. Small parts order picking: design and operation. Available on-line at: <http://www.isye.gatech.edu/logisticstutorial/order/article.htm>
[24] Choe, K., Sharp, G.P., Serfozo, R.S., 1993. Aisle-based order pick systems with batching, zoning and sorting. In: Progress in Material Handling Research, 1992, pp. 245-276.; Choe, K., Sharp, G.P., Serfozo, R.S., 1993. Aisle-based order pick systems with batching, zoning and sorting. In: Progress in Material Handling Research, 1992, pp. 245-276.
[25] Clarke, G.; Wright, W., Scheduling of vehicles from a central depot to a number of delivery points, Operations Research, 12, 568-581 (1964)
[26] Cormier, G., 1997. A brief survey of operations research models for warehouse design and operation. Report, Bulletin, CORS-SCRO.; Cormier, G., 1997. A brief survey of operations research models for warehouse design and operation. Report, Bulletin, CORS-SCRO.
[27] Cormier, G.; Gunn, E. A., A review of warehouse models, European Journal of Operational Research, 58, 3-13 (1992)
[28] Cornuéjols, G.; Fonlupt, J.; Naddef, D., The traveling salesman problem on a graph and some related integer polyhedra, Mathematical Programming, 33, 1-27 (1985) · Zbl 0562.90095
[29] Daniels, R. L.; Rummel, J. L.; Schantz, R., A model for warehouse order picking, European Journal of Operational Research, 105, 1-17 (1998) · Zbl 0957.90002
[30] Dekker, R.; de Koster, R.; Roodbergen, K. J.; Van Kalleveen, H., Improving order-picking response time at Ankor’s warehouse, Interfaces, 34, 4, 303-313 (2004)
[31] De Koster, R., Performance approximation of pick-to-belt orderpicking systems, European Journal of Operational Research, 72, 558-573 (1994) · Zbl 0800.90571
[32] De Koster, R., 2004. How to assess a warehouse operation in a single tour. Report, RSM Erasmus University, the Netherlands.; De Koster, R., 2004. How to assess a warehouse operation in a single tour. Report, RSM Erasmus University, the Netherlands.
[33] De Koster, R.; Le-Duc, T., Single-command travel time estimation and optimal rack design for a 3-dimensional compact AS/RS, (Meller, R.; Ogle, M. K.; Peters, B. A.; Taylor, G. D.; Usher, J., Progress in Material Handling Research: 2004 (2005), Material Handling Institute: Material Handling Institute Charlotte), 49-66
[34] De Koster, R.; Neuteboom, A. J., The Logistics of Supermarket Chains (2001), Elsevier: Elsevier Doetinchem
[35] De Koster, R.; Van der Poort, E. S., Routing orderpickers in a warehouse: A comparison between optimal and heuristic solutions, IIE Transactions, 30, 469-480 (1998)
[36] De Koster, R.; Van der Poort, E. S.; Roodbergen, K. J., When to apply optimal or heuristic routing for orderpickers, (Fleischmann, B.; van Nunen, J. A.E. E.; Speranza, M. G.; Stähly, P., Advances in Distribution Logistics (1998), Springer: Springer Berlin), 375-401 · Zbl 0906.90057
[37] De Koster, R.; Roodbergen, K. J.; Van Voorden, R., Reduction of walking time in the distribution center of De Bijenkorf, (Speranza, M. G.; Stähly, P., New Trends in Distribution Logistics (1999), Springer: Springer Berlin), 215-234 · Zbl 0969.90060
[38] De Koster, R.; Van der Poort, E. S.; Wolters, M., Efficient orderbatching methods in warehouses, International Journal of Production Research, 37, 7, 1479-1504 (1999) · Zbl 0948.90508
[39] De Koster, R.; De Brito, M. P.; Van de Vendel, M., Return handling: An exploratory study with nine retailer warehouses, International Journal of Retail & Distribution Management, 30, 8/9, 407-421 (2002)
[40] Drury, J., 1988. Towards more efficient order picking. IMM Monograph No. 1, Report, The Institute of Materials Management, Cranfield, UK.; Drury, J., 1988. Towards more efficient order picking. IMM Monograph No. 1, Report, The Institute of Materials Management, Cranfield, UK.
[41] Eldemir, F.; Graves, R. J.; Malmborg, C. J., New cycle time and space estimation models for automated storage and retrieval system conceptualization, International Journal of Production Research, 42, 22, 4767-4783 (2004) · Zbl 1062.68056
[42] ELA/AT Kearney, Excellence in Logistics 2004 (2004), ELA: ELA Brussels
[43] Elsayed, E. A., Algorithms for optimal material handling in automatic warehousing systems, International Journal of Production Research, 19, 5, 525-535 (1981)
[44] Elsayed, E. A.; Lee, M. K., Order processing in automated storage/retrieval systems with due dates, International Journal of Production Research, 28, 7, 567-577 (1996)
[45] Elsayed, E. A.; Stern, R. G., Computerized algorithms for order processing in automated warehousing systems, International Journal of Production Research, 21, 4, 579-586 (1983)
[46] Elsayed, E. A.; Unal, O. I., Order batching algorithms and travel-time estimation for automated storage/retrieval systems, International Journal of Production Research, 27, 1097-1114 (1989) · Zbl 0668.90016
[47] Elsayed, E. A.; Lee, M. K.; Kim, S.; Scherer, E., Sequencing and batching procedures for minimizing earliness and tardiness penalty or order retrievals, International Journal of Production Research, 31, 3, 727-738 (1993)
[48] Erasmus-Logistica warehouse design. <http://www.fbk.eur.nl/OZ/LOGISTICA>; Erasmus-Logistica warehouse design. <http://www.fbk.eur.nl/OZ/LOGISTICA>
[49] Eynan, A.; Rosenblatt, M. J., Establishing zones in single-command class-based rectangular AS/RS, IIE Transactions, 26, 1, 38-46 (1994)
[50] Francis, R. L., On some problems of rectangular warehouse design and layout, Journal of Industrial Engineering, 18, 10, 595-604 (1967)
[51] Frazelle, E. A.; Sharp, G. P., Correlated assignment strategy can improve order-picking operation, Industrial Engineering, 4, 33-37 (1989)
[52] Frazelle, E. H.; Hackman, S. T.; Passy, U.; Platzman, L. K., The forward-reserve problem, (Ciriani, T. C.; Leachman, R. C., Optimization in Industry 2 (1994), Wiley: Wiley New York), 43-61 · Zbl 0862.90057
[53] Gademann, N.; Van de Velde, S., Batching to minimize total travel time in a parallel-aisle warehouse, IIE Transactions, 37, 1, 63-75 (2005)
[54] Gademann, A. J.R. N.; Van den Berg, J. P.; Van der Hoff, H. H., An order batching algorithm for wave picking in a parallel-aisle warehouse, IIE Transactions, 33, 385-398 (2001)
[55] Gibson, D. R.; Sharp, G. P., Order batching procedures, European Journal of Operational Research, 58, 1, 57-67 (1992)
[56] Goetschalckx, M.; Ashayeri, J., Classification and design of order picking systems, Logistics World, June, 99-106 (1989)
[57] Goetschalckx, M.; Ratliff, D. H., An efficient algorithm to cluster order picking items in a wide aisle, Engineering Costs and Production Economy, 13, 263-271 (1988)
[58] Goetschalckx, M.; Ratliff, D. H., Order picking in an aisle, IIE Transactions, 20, 531-562 (1988)
[59] Goetschalckx, M., Wei, R., 2005. Bibliography on order picking systems, vol. 1: 1985-1992. Available on line at: <http://www.isye.gatech.edu/people/faculty/Marc_Goetschalckx/research.html>; Goetschalckx, M., Wei, R., 2005. Bibliography on order picking systems, vol. 1: 1985-1992. Available on line at: <http://www.isye.gatech.edu/people/faculty/Marc_Goetschalckx/research.html>
[60] Graves, S. C.; Hausman, W. H.; Schwarz, L. B., Storage-retrieval interleaving in automatic warehousing systems, Management Science, 23, 935-945 (1977) · Zbl 0354.90029
[61] Guenov, M.; Raeside, R., Zone shape in class based storage and multicommand order picking when storage/retrieval machines are used, European Journal of Operational Research, 58, 1, 37-47 (1992)
[62] Hackman, S. T.; Platzman, L. K., Near optimal solution of generalized resource allocation problems with large capacities, Operations Research, 38, 5, 902-910 (1990) · Zbl 0723.90072
[63] Hall, R. W., Distance approximation for routing manual pickers in a warehouse, IIE Transactions, 25, 77-87 (1993)
[64] Hausman, W. H.; Schwarz, L. B.; Graves, S. C., Optimal storage assignment in automatic warehousing systems, Management Science, 22, 6, 629-638 (1976) · Zbl 0318.90021
[65] Heragu, S. S.; Du, L.; Mantel, R. J.; Schuur, P. C., Mathematical model for warehouse design and product allocation, International Journal of Production Research, 43, 2, 327-338 (2005) · Zbl 1060.90027
[66] Heskett, J. L., Cube-per-order index - A key to warehouse stock location, Transport and Distribution Management, 3, 27-31 (1963)
[67] Heskett, J. L., Putting the cube-per-order index to work in warehouse layout, Transport and Distribution Management, 4, 23-30 (1964)
[68] Hsu, C. M.; Chen, K. Y.; Chen, M. C., Batching orders in warehouses by minimizing travel distance with genetic algorithms, Computers in Industry, 56, 2, 169-178 (2005)
[69] Hwang, H.; Lee, M. K., Order batching algorithms for a man-on-board automated storage and retrieval system, Engineering Costs and Production Economics, 13, 285-294 (1988)
[70] Hwang, H.; Baek, W.; Lee, M., Cluster algorithms for order picking in an automated storage and retrieval system, International Journal of Production Research, 26, 189-204 (1988)
[71] Hwang, H.; Oh, Y. H.; Lee, Y. K., An evaluation of routing policies for order-picking operations in low-level picker-to-part system, International Journal of Production Research, 42, 18, 3873-3889 (2004) · Zbl 1060.90569
[72] Jane, C. C., Storage location assignment in a distribution center, International Journal of Physical and Logistics Management, 30, 1, 55-71 (2000)
[73] Jane, C. C.; Laih, Y. W., A clustering algorithm for item assignment in a synchronized zone order picking system, European Journal of Operational Research, 166, 2, 489-496 (2005) · Zbl 1064.90560
[74] Jarvis, J. M.; McDowell, E. D., Optimal product layout in an order picking warehouse, IIE Transactions, 23, 1, 93-102 (1991)
[75] Jewkes, E.; Lee, C.; Vickson, Product location, allocation and server home base location for an order picking line with multiple servers, Computers & Operations Research, 31, 623-626 (2004) · Zbl 1036.90043
[76] Johnson, M. E., The impact of sorting strategies on automated sortation system performance, IIE Transactions, 30, 67-77 (1998)
[77] Johnson, M. E.; Brandeau, M. L., Stochastic modeling for automated material handling system design and control, Transportation Science, 30, 4, 330-350 (1996) · Zbl 0879.90081
[78] Johnson, M. E.; Lofgren, T., Model decomposition speeds distribution center design, Interfaces, 24, 5, 95-106 (1994)
[79] Kallina, C.; Lynn, J., Application of the cube-per-order index rule for stock location in a distribution warehouse, Interfaces, 7, 1, 37-46 (1976)
[80] Kunder, R.; Gudehus, T., Mittlere Wegzeiten beim eindimensionalen Kommissionieren, Zeitschrift für Operations Research, 19, B53-B72 (1975) · Zbl 0301.90026
[81] (Lambert, D. M.; Stock, J. R.; Ellram, L. M., Fundamentals of Logistics Management (1998), McGraw-Hill: McGraw-Hill Singapore)
[82] Larson, T. N.; March, H.; Kusiak, A., A heuristic approach to warehouse layout with class based storage, IIE Transactions, 29, 337-348 (1997)
[83] Lawler, E. L.; Lenstra, J. K.; Rinnooy Kan, A. H.G.; Shmoys, D. B., The Traveling Salesman Problem (1995), Wiley: Wiley Chichester · Zbl 0563.90075
[84] Le-Duc, T., 2005. Design and control of efficient order picking processes. Ph.D. thesis, RSM Erasmus University.; Le-Duc, T., 2005. Design and control of efficient order picking processes. Ph.D. thesis, RSM Erasmus University.
[85] Le-Duc, T., De Koster, R., 2003. An approximation for determining the optimal picking batch size for order picker in single aisle warehouses. In: Meller, R., Ogle, M.K., Peters, B.A., Taylor, G.D., Usher, J. (Eds.), Progress in Material Handling Research: 2002, pp. 267-286.; Le-Duc, T., De Koster, R., 2003. An approximation for determining the optimal picking batch size for order picker in single aisle warehouses. In: Meller, R., Ogle, M.K., Peters, B.A., Taylor, G.D., Usher, J. (Eds.), Progress in Material Handling Research: 2002, pp. 267-286.
[86] Le-Duc, T.; De Koster, R., Travel distance estimation in a single-block ABC storage strategy warehouse, (Fleischmann, B.; Klose, B., Distribution Logistics: Advanced Solutions to Practical Problems (2004), Springer: Springer Berlin), 185-202 · Zbl 1162.90335
[87] Le-Duc, T.; De Koster, R., Travel time estimation and order batching in a 2-block warehouse, European Journal of Operational Research, 176, 1, 374-388 (2007) · Zbl 1137.90332
[88] Le-Duc, T., De Koster, R., 2005a. Determining the optimal number of zones in a pick-and-pack order picking system. Report ERS-2005-029-LIS, RSM Erasmus University, the Netherlands.; Le-Duc, T., De Koster, R., 2005a. Determining the optimal number of zones in a pick-and-pack order picking system. Report ERS-2005-029-LIS, RSM Erasmus University, the Netherlands.
[89] Le-Duc, T.; De Koster, R., Layout optimization for class-based storage strategy warehouses, (de Koster, R.; Delfmann, W., Supply Chain Management - European Perspectives (2005), CBS Press: CBS Press Copenhagen), 191-214
[90] Le-Duc, T.; De Koster, R., Travel distance estimation and storage zone optimisation in a 2-block class-based storage strategy warehouse, International Journal of Production Research, 43, 17, 3561-3581 (2005) · Zbl 1082.90504
[91] Lee, M. K., A storage assignment policy in a man-on-board automated storage/retrieval system, International Journal of Production Research, 30, 10, 2281-2292 (1992)
[92] Lin, S.; Kernighan, B. W., An effective heuristic algorithm for the traveling salesman problem, Operations Research, 21, 2, 498-516 (1973) · Zbl 0256.90038
[93] Liu, C. M., Clustering techniques for stock location and order-picking in a distribution center, Computers and Operations Research, 26, 989-1002 (1999) · Zbl 0940.90012
[94] Makris, P. A.; Giakoumakis, I. G., k-Interchange heuristic as an optimization procedure for material handling applications, Applied Mathematical Modelling, 27, 5, 345-358 (2003) · Zbl 1023.90014
[95] Malmborg, C. J., Optimization of Cubic-per-Order Index layouts with zoning constraints, International Journal of Production Research, 33, 2, 465-482 (1995) · Zbl 0914.90102
[96] Malmborg, C. J., Storage assignment policy tradeoffs, International Journal of Production Research, 34, 2, 363-378 (1996) · Zbl 0924.90056
[97] Malmborg, C. J.; Bhaskaran, K., On the optimality of the cube per order index for conventional warehouses with dual command cycles, Material Flow, 4, 169-175 (1987)
[98] Malmborg, C. J.; Bhaskaran, K., Optimal storage assignment policies for multiaddress warehousing systems, IEEE Transactions on Systems, Man and Cybernetics, 19, 1, 197-204 (1989)
[99] Malmborg, C. J.; Bhaskaran, K., A revised proof of optimality for the cube-per-order index rule for stored item location, Applied Mathematical Modelling, 14, 87-95 (1990) · Zbl 0701.90030
[100] Mellema, P.M., Smith, C.A., 1988. Simulation analysis of narrow-aisle order selection systems. In: Proceedings of the 1988 Winter Simulation Conference, pp. 597-602.; Mellema, P.M., Smith, C.A., 1988. Simulation analysis of narrow-aisle order selection systems. In: Proceedings of the 1988 Winter Simulation Conference, pp. 597-602.
[101] Meller, R. D., Optimal order-to-lane assignments in an order accumulation/sortation system, IIE Transactions, 29, 4, 293-301 (1997)
[102] Meller, R. D.; Gau, K. Y., The facility layout problem: Recent and emerging trends and perspectives, Journal of Manufacturing Systems, 15, 5, 351-366 (1996)
[103] Pan, C. H.; Liu, S. Y., A comparative study of order batching algorithms, Omega International Journal of Management Science, 23, 6, 691-700 (1995)
[104] Pandit, R.; Palekar, U. S., Response time considerations for optimal warehouse layout design, Journal of Engineering for Industry, 115, 322-328 (1993)
[105] Park, Y. H.; Webster, D. B., Design of class-based storage racks for minimizing travel time in a three dimensional storage system, International Journal of Production Research, 27, 9, 1589-1601 (1989)
[106] Petersen, C. G., An evaluation of order picking routing policies, International Journal of Operations & Production Management, 17, 11, 1098-1111 (1997)
[107] Petersen, C. G., The impact of routing and storage policies on warehouse efficiency, International Journal of Operations & Production Management, 19, 10, 1053-1064 (1999)
[108] Petersen, C. G., An evaluation of order picking policies for mail order companies, Production and Operations Management, 9, 4, 319-335 (2000)
[109] Petersen, C. G., Considerations in order picking zone configuration, International Journal of Operations & Production Management, 27, 7, 793-805 (2002)
[110] Petersen, C. G.; Aase, G., A comparison of picking, storage, and routing policies in manual order picking, International Journal of Production Economics, 92, 11-19 (2004)
[111] Petersen, C. G.; Schmenner, R. W., An evaluation of routing and volume-based storage policies in an order picking operation, Decision Sciences, 30, 2, 481-501 (1999)
[112] Petersen, C. G.; Aase, G.; Heiser, D. R., Improving order-picking performance through the implementation of class-based storage, International Journal of Physical Distribution & Logistics Management, 34, 7, 534-544 (2004)
[113] Ratliff, H. D.; Rosenthal, A. S., Orderpicking in a rectangular warehouse: A solvable case of the traveling salesman problem, Operations Research, 31, 3, 507-521 (1983) · Zbl 0523.90060
[114] Roll, Y.; Rosenblatt, M. J., Random versus grouped storage policies and their effect on warehouse capacity, Material Flow, 1, 199-205 (1983)
[115] Roodbergen, K.J., 2001. Layout and routing methods for warehouses. Ph.D. thesis, RSM Erasmus University, the Netherlands.; Roodbergen, K.J., 2001. Layout and routing methods for warehouses. Ph.D. thesis, RSM Erasmus University, the Netherlands. · Zbl 1060.90519
[116] Roodbergen, K.J., 2005. Storage assignment policies for warehouses with multiple cross aisles. In: Meller, R., Ogle, M.K., Peters, B.A., Taylor, G.D., Usher, J. (Eds.), Progress in Material Handling Research, 2004, pp. 541-560.; Roodbergen, K.J., 2005. Storage assignment policies for warehouses with multiple cross aisles. In: Meller, R., Ogle, M.K., Peters, B.A., Taylor, G.D., Usher, J. (Eds.), Progress in Material Handling Research, 2004, pp. 541-560.
[117] Roodbergen, K. J.; De Koster, R., Routing methods for warehouses with multiple cross aisles, International Journal of Production Research, 39, 9, 1865-1883 (2001) · Zbl 1060.90519
[118] Roodbergen, K. J.; De Koster, R., Routing order-pickers in a warehouse with a middle aisle, European Journal of Operational Research, 133, 32-43 (2001) · Zbl 0989.90025
[119] Rosenblatt, M. J.; Eynan, A., Deriving the optimal boundaries for class-based automatic storage/retrieval systems, Management Science, 35, 12, 1519-1524 (1989)
[120] Rosenblatt, M. J.; Roll, Y., Warehouse design with storage policy considerations, International Journal of Production Research, 22, 5, 809-821 (1984)
[121] Rosenblatt, M. J.; Roll, Y., Warehouse capacity in a stochastic environment, International Journal of Production Research, 26, 12, 1847-1851 (1988)
[122] Rosenwein, M. B., An application of cluster analysis to the problem of locating items within a warehouse, IIE Transactions, 26, 1, 101-103 (1994)
[123] Rouwenhorst, B.; Reuter, B.; Stockrahm, V.; van Houtum, G. J.; Mantel, R. J.; Zijm, W. H.M., Warehouse design and control: framework and literature review, European Journal of Operational Research, 122, 515-533 (2000) · Zbl 0961.90003
[124] Ruben, R. A.; Jacobs, F. R., Batch construction heuristics and storage assignment strategies for walk/ride and picking systems, Management Science, 45, 4, 575-596 (1999) · Zbl 1231.90054
[125] Russell, M. L.; Meller, R. D., Cost and throughput modelling of manual and automated order fulfilment systems, IIE Transactions, 35, 7, 589-603 (2003)
[126] Sarker, B. R.; Babu, P. S., Travel time models in automated storage/retrieval systems: A critical review, International Journal of Production Economics, 40, 173-184 (1995)
[127] Speaker, R. L., Bulk order picking, Industrial Engineering, 7, 12, 14-18 (1975)
[128] Tang, L. C.; Chew, E. P., Order picking systems: batching and storage assignment strategies, Computer & Industrial Engineering, 33, 3, 817-820 (1997)
[129] Thonemann, U. W.; Brandeau, M. L., Optimal storage assignment policies for automated storage and retrieval systems with stochastic demands, Management Science, 41, 1, 142-148 (1998) · Zbl 1012.90512
[130] Tompkins, J. A.; White, J. A.; Bozer, Y. A.; Frazelle, E. H.; Tanchoco, J. M.A., Facilities Planning (2003), John Wiley & Sons: John Wiley & Sons NJ
[131] Van den Berg, J. P., A literature survey on planning and control of warehousing systems, IIE Transactions, 31, 751-762 (1999)
[132] Van den Berg, J. P.; Gademann, A. J.R. N., Simulation study of an automated storage/retrieval system, International Journal of Production Research, 38, 1339-1356 (2000) · Zbl 0944.90532
[133] Van den Berg, J. P.; Zijm, W. H.M., Models for warehouse management: Classification and examples, International Journal of Production Research, 59, 519-528 (1999)
[134] Van den Berg, J. P.; Sharp, G. P.G. A.J. R.N.; Pochet, Y., Forward-reserve allocation in a warehouse with unit-load replenishments, European Journal of Operational Research, 111, 98-113 (1998) · Zbl 0948.90010
[135] Van Hoek, R. I., The rediscovery of postponement a literature review and directions for research, Journal of Operations Management, 19, 2, 161-184 (2001)
[136] Van Oudheusden, D. L.; Zhu, W., Storage layout of AS/RS racks based on recurrent orders, European Journal of Operational Research, 58, 1, 48-56 (1992)
[137] Van Oudheusden, D. L.; Tzen, Y. J.; Ko, H., Improving storage and order picking in a person-on-board AS/R system, Engineering Costs and Production Economics, 13, 4, 273-283 (1988)
[138] Vaughan, T. S.; Petersen, C. G., The effect of warehouse cross aisles on order picking efficiency, International Journal of Production Research, 37, 4, 881-897 (1999) · Zbl 0940.90516
[139] Wäscher, G., 2004. Order picking: A survey of planning problems and methods. In: Supply Chain Management and Reverse Logistics, pp. 323-347.; Wäscher, G., 2004. Order picking: A survey of planning problems and methods. In: Supply Chain Management and Reverse Logistics, pp. 323-347.
[140] Won, J.; Olafsson, S., Joint order batching and order picking in warehouse operations, International Journal of Production Research, 43, 7, 1427-1442 (2005) · Zbl 1068.90011
[141] Yang, M.H., 1988. Analysis of optimization of class-based dedicated storage systems. Report, Material Handling Research Center, Georgia Institute of Technology, Atlanta, Georgia.; Yang, M.H., 1988. Analysis of optimization of class-based dedicated storage systems. Report, Material Handling Research Center, Georgia Institute of Technology, Atlanta, Georgia.
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