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A state-of-the-art classification and review of parameters that affect the design, control, and operating strategies of order-picking systems

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  • Anastasios Gialos

    (University of the Aegean)

  • Vasileios Zeimpekis

    (University of the Aegean)

Abstract

The order-picking process has a significant impact on both the overall logistics costs as well as the customer service level, and as a result, is characterized as one of the highest priority warehouse activities for productivity and performance improvements. Although various existing studies focus on the design of order-picking systems as well as on a series of decision-making problems, there is still a need for a holistic framework that will map and categorize the parameters (e.g. total/forward area design, order-picking equipment, storage assignment policies, level of picking locations, order picking technologies, resource planning characteristics, order picking operational policies, routing strategies, product characteristics, order profile, etc.) that should be considered by researchers and practitioners for the design, control, and evaluation of order picking systems. To this end, the aim of this paper is to provide a state-of-the-art classification and review of parameters by adopting the Systematic Literature Review (SLR) approach. Overall, 389 articles were reviewed, and the identified parameters are classified into three categories: order-picking system design, order-picking system control, and order-picking system evaluation. Furthermore, this literature review aims to present managerial implications that directly affect the successful design of order-picking systems and identify a future research agenda.

Suggested Citation

  • Anastasios Gialos & Vasileios Zeimpekis, 2024. "A state-of-the-art classification and review of parameters that affect the design, control, and operating strategies of order-picking systems," Operational Research, Springer, vol. 24(1), pages 1-52, March.
  • Handle: RePEc:spr:operea:v:24:y:2024:i:1:d:10.1007_s12351-023-00814-5
    DOI: 10.1007/s12351-023-00814-5
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    as
    1. Chien-Ming Chen & Yeming Gong & René de Koster & Jo A.E.E. Van Nunen, 2010. "A Flexible Evaluative Framework for Order Picking Systems," Post-Print hal-02312453, HAL.
    2. Brynzer, H. & Johansson, M. I., 1996. "Storage location assignment: Using the product structure to reduce order picking times," International Journal of Production Economics, Elsevier, vol. 46(1), pages 595-603, December.
    3. Ardjmand, Ehsan & Shakeri, Heman & Singh, Manjeet & Sanei Bajgiran, Omid, 2018. "Minimizing order picking makespan with multiple pickers in a wave picking warehouse," International Journal of Production Economics, Elsevier, vol. 206(C), pages 169-183.
    4. Alexandros Pasparakis & Jelle De Vries & René De Koster, 2023. "Assessing the impact of human–robot collaborative order picking systems on warehouse workers," International Journal of Production Research, Taylor & Francis Journals, vol. 61(22), pages 7776-7790, November.
    5. Masae, Makusee & Glock, Christoph H. & Grosse, Eric H., 2020. "Order picker routing in warehouses: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 224(C).
    6. Van Nieuwenhuyse, Inneke & de Koster, René B.M., 2009. "Evaluating order throughput time in 2-block warehouses with time window batching," International Journal of Production Economics, Elsevier, vol. 121(2), pages 654-664, October.
    7. Melh Çelk & Haldun Süral, 2014. "Order picking under random and turnover-based storage policies in fishbone aisle warehouses," IISE Transactions, Taylor & Francis Journals, vol. 46(3), pages 283-300.
    8. Roy, Debjit & Nigam, Shobhit & de Koster, René & Adan, Ivo & Resing, Jacques, 2019. "Robot-storage zone assignment strategies in mobile fulfillment systems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 119-142.
    9. Eric H. Grosse & Christoph H. Glock & W. Patrick Neumann, 2017. "Human factors in order picking: a content analysis of the literature," International Journal of Production Research, Taylor & Francis Journals, vol. 55(5), pages 1260-1276, March.
    10. Chen, Mu-Chen & Wu, Hsiao-Pin, 2005. "An association-based clustering approach to order batching considering customer demand patterns," Omega, Elsevier, vol. 33(4), pages 333-343, August.
    11. Weidinger, Felix & Boysen, Nils & Schneider, Michael, 2019. "Picker routing in the mixed-shelves warehouses of e-commerce retailers," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 126182, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    12. Boysen, Nils & Fedtke, Stefan & Weidinger, Felix, 2018. "Optimizing automated sorting in warehouses: The minimum order spread sequencing problem," European Journal of Operational Research, Elsevier, vol. 270(1), pages 386-400.
    13. Gu, Jinxiang & Goetschalckx, Marc & McGinnis, Leon F., 2007. "Research on warehouse operation: A comprehensive review," European Journal of Operational Research, Elsevier, vol. 177(1), pages 1-21, February.
    14. Elbert, R. & Franzke, T. & Glock, C. H. & Grosse, E. H., 2017. "The effects of human behavior on the efficiency of routing policies in order picking: the case of route deviations," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 84508, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    15. Robert A. Ruben & F. Robert Jacobs, 1999. "Batch Construction Heuristics and Storage Assignment Strategies for Walk/Ride and Pick Systems," Management Science, INFORMS, vol. 45(4), pages 575-596, April.
    16. Muppani (Muppant), Venkata Reddy & Adil, Gajendra Kumar, 2008. "Efficient formation of storage classes for warehouse storage location assignment: A simulated annealing approach," Omega, Elsevier, vol. 36(4), pages 609-618, August.
    17. Diefenbach, Heiko & Glock, C. H., 2019. "Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 117196, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    18. Cormier, Gilles & Gunn, Eldon A., 1992. "A review of warehouse models," European Journal of Operational Research, Elsevier, vol. 58(1), pages 3-13, April.
    19. M. Çelik & H. Süral, 2016. "Order picking in a parallel-aisle warehouse with turn penalties," International Journal of Production Research, Taylor & Francis Journals, vol. 54(14), pages 4340-4355, July.
    20. Grosse, E. H. & Glock, C. H., 2013. "An experimental investigation of learning effects in order picking systems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 58990, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    21. Zhang, Minqi & Grosse, Eric H. & Glock, Christoph H., 2023. "Ergonomic and economic evaluation of a collaborative hybrid order picking system," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 136174, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    22. Subir Rao & Gajendra Adil, 2013. "Optimal class boundaries, number of aisles, and pick list size for low-level order picking systems," IISE Transactions, Taylor & Francis Journals, vol. 45(12), pages 1309-1321.
    23. Glock, C. H. & Grosse, E. H. & Abedinnia, Hamid & Emde, Simon, 2019. "An integrated model to improve ergonomic and economic performance in order picking by rotating pallets," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 106923, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    24. Tian Liu & Yeming Gong & René de Koster, 2018. "Travel time models for split-platform automated storage and retrieval systems," Post-Print hal-02312108, HAL.
    25. Yavuz A. Bozer & Francisco J. Aldarondo, 2018. "A simulation-based comparison of two goods-to-person order picking systems in an online retail setting," International Journal of Production Research, Taylor & Francis Journals, vol. 56(11), pages 3838-3858, June.
    26. Hong, Soondo & Johnson, Andrew L. & Peters, Brett A., 2015. "Quantifying picker blocking in a bucket brigade order picking system," International Journal of Production Economics, Elsevier, vol. 170(PC), pages 862-873.
    27. Jane, Chin-Chia & Laih, Yih-Wenn, 2005. "A clustering algorithm for item assignment in a synchronized zone order picking system," European Journal of Operational Research, Elsevier, vol. 166(2), pages 489-496, October.
    28. Gu, Jinxiang & Goetschalckx, Marc & McGinnis, Leon F., 2010. "Research on warehouse design and performance evaluation: A comprehensive review," European Journal of Operational Research, Elsevier, vol. 203(3), pages 539-549, June.
    29. Glock, Christoph H. & Grosse, Eric H. & Abedinnia, Hamid & Emde, Simon, 2019. "An integrated model to improve ergonomic and economic performance in order picking by rotating pallets," European Journal of Operational Research, Elsevier, vol. 273(2), pages 516-534.
    30. Petersen, Charles G. & Aase, Gerald, 2004. "A comparison of picking, storage, and routing policies in manual order picking," International Journal of Production Economics, Elsevier, vol. 92(1), pages 11-19, November.
    31. Jingran Liang & Zhengning Wu & Chenye Zhu & Zhi-Hai Zhang, 2022. "An estimation distribution algorithm for wave-picking warehouse management," Journal of Intelligent Manufacturing, Springer, vol. 33(4), pages 929-942, April.
    32. Pan, Jason Chao-Hsien & Wu, Ming-Hung & Chang, Wen-Liang, 2014. "A travel time estimation model for a high-level picker-to-part system with class-based storage policies," European Journal of Operational Research, Elsevier, vol. 237(3), pages 1054-1066.
    33. Hsieh, Ling-Feng & Huang, Yi-Chen, 2011. "New batch construction heuristics to optimise the performance of order picking systems," International Journal of Production Economics, Elsevier, vol. 131(2), pages 618-630, June.
    34. Behnam Bahrami & El-Houssaine Aghezzaf & Veronique Limère, 2019. "Enhancing the order picking process through a new storage assignment strategy in forward-reserve area," International Journal of Production Research, Taylor & Francis Journals, vol. 57(21), pages 6593-6614, November.
    35. Henn, Sebastian & Wäscher, Gerhard, 2012. "Tabu search heuristics for the order batching problem in manual order picking systems," European Journal of Operational Research, Elsevier, vol. 222(3), pages 484-494.
    36. Liu, Tian & Gong, Yeming & De Koster, René B.M., 2018. "Travel time models for split-platform automated storage and retrieval systems," International Journal of Production Economics, Elsevier, vol. 197(C), pages 197-214.
    37. Öztürkoğlu, Ömer & Hoser, Deniz, 2019. "A discrete cross aisle design model for order-picking warehouses," European Journal of Operational Research, Elsevier, vol. 275(2), pages 411-430.
    38. T. S. Vaughan, 1999. "The effect of warehouse cross aisles on order picking efficiency," International Journal of Production Research, Taylor & Francis Journals, vol. 37(4), pages 881-897, March.
    39. Hong, Soondo & Kim, Youngjoo, 2017. "A route-selecting order batching model with the S-shape routes in a parallel-aisle order picking system," European Journal of Operational Research, Elsevier, vol. 257(1), pages 185-196.
    40. Weidinger, Felix, 2018. "Picker routing in rectangular mixed shelves warehouses," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 126186, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    41. Zulj, I. & Glock, C. H. & Grosse, E. H. & Schneider, Michael, 2018. "Picker routing and storage-assignment strategies for precedence-constrained order picking," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 105391, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    42. Soondo Hong & Andrew L. Johnson & Brett A. Peters, 2016. "Order batching in a bucket brigade order picking system considering picker blocking," Flexible Services and Manufacturing Journal, Springer, vol. 28(3), pages 425-441, September.
    43. Fangyu Chen & Yongchang Wei & Hongwei Wang, 2018. "A heuristic based batching and assigning method for online customer orders," Flexible Services and Manufacturing Journal, Springer, vol. 30(4), pages 640-685, December.
    44. Franzke, T. & Grosse, E. H. & Glock, C. H. & Elbert, R., 2017. "An investigation of the effects of storage assignment and picker routing on the occurrence of picker blocking in manual picker-to-parts warehouses," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82572, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    45. Jianbin Li & Rihuan Huang & James B. Dai, 2017. "Joint optimisation of order batching and picker routing in the online retailer’s warehouse in China," International Journal of Production Research, Taylor & Francis Journals, vol. 55(2), pages 447-461, January.
    46. Lin, Che-Hung & Lu, Iuan-Yuan, 1999. "The procedure of determining the order picking strategies in distribution center," International Journal of Production Economics, Elsevier, vol. 60(1), pages 301-307, April.
    47. Tappia, Elena & Roy, Debjit & Melacini, Marco & De Koster, René, 2019. "Integrated storage-order picking systems: Technology, performance models, and design insights," European Journal of Operational Research, Elsevier, vol. 274(3), pages 947-965.
    48. Yingying Wu & Chen Zhou & Yaohua Wu & Xiang T. R. Kong, 2017. "Zone merge sequencing in an automated order picking system," International Journal of Production Research, Taylor & Francis Journals, vol. 55(21), pages 6500-6515, November.
    49. René de Koster & Yeming Gong, 2008. "A polling-based dynamic order picking system for online retailers," Post-Print hal-02312476, HAL.
    50. Thomas Chabot & Leandro C. Coelho & Jacques Renaud & Jean-François Côté, 2018. "Mathematical model, heuristics and exact method for order picking in narrow aisles," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(8), pages 1242-1253, August.
    51. Faraz Ramtin & Jennifer A. Pazour, 2015. "Product allocation problem for an AS/RS with multiple in-the-aisle pick positions," IISE Transactions, Taylor & Francis Journals, vol. 47(12), pages 1379-1396, December.
    52. Gibson, David R. & Sharp, Gunter P., 1992. "Order batching procedures," European Journal of Operational Research, Elsevier, vol. 58(1), pages 57-67, April.
    53. Matusiak, Marek & de Koster, René & Kroon, Leo & Saarinen, Jari, 2014. "A fast simulated annealing method for batching precedence-constrained customer orders in a warehouse," European Journal of Operational Research, Elsevier, vol. 236(3), pages 968-977.
    54. de Koster, Rene, 1994. "Performance approximation of pick-to-belt orderpicking systems," European Journal of Operational Research, Elsevier, vol. 72(3), pages 558-573, February.
    55. Kees Jan Roodbergen & Iris F.A. Vis & G. Don Taylor, 2015. "Simultaneous determination of warehouse layout and control policies," International Journal of Production Research, Taylor & Francis Journals, vol. 53(11), pages 3306-3326, June.
    56. Giannikas, Vaggelis & Lu, Wenrong & Robertson, Brian & McFarlane, Duncan, 2017. "An interventionist strategy for warehouse order picking: Evidence from two case studies," International Journal of Production Economics, Elsevier, vol. 189(C), pages 63-76.
    57. Hung-Yu Lee & Chase C. Murray, 2019. "Robotics in order picking: evaluating warehouse layouts for pick, place, and transport vehicle routing systems," International Journal of Production Research, Taylor & Francis Journals, vol. 57(18), pages 5821-5841, September.
    58. Le-Duc, Tho & de Koster, Rene M.B.M., 2007. "Travel time estimation and order batching in a 2-block warehouse," European Journal of Operational Research, Elsevier, vol. 176(1), pages 374-388, January.
    59. Grosse, E. H. & Glock, C. H. & Jaber, M. Y., 2013. "The effect of worker learning and forgetting on storage reassignment decisions in order picking systems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 62648, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    60. de Koster, Rene & Le-Duc, Tho & Roodbergen, Kees Jan, 2007. "Design and control of warehouse order picking: A literature review," European Journal of Operational Research, Elsevier, vol. 182(2), pages 481-501, October.
    61. Silva, Allyson & Coelho, Leandro C. & Darvish, Maryam & Renaud, Jacques, 2020. "Integrating storage location and order picking problems in warehouse planning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    62. Boysen, Nils & de Koster, René & Weidinger, Felix, 2019. "Warehousing in the e-commerce era: A survey," European Journal of Operational Research, Elsevier, vol. 277(2), pages 396-411.
    63. Sgarbossa, F. & Grosse, E. H. & Neumann, W. P. & Battini, D. & Glock, C. H., 2020. "Human factors in production and logistics systems of the future," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 120615, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    64. Claeys, Dieter & Adan, Ivo & Boxma, Onno, 2016. "Stochastic bounds for order flow times in parts-to-picker warehouses with remotely located order-picking workstations," European Journal of Operational Research, Elsevier, vol. 254(3), pages 895-906.
    65. Matusiak, Marek & de Koster, René & Saarinen, Jari, 2017. "Utilizing individual picker skills to improve order batching in a warehouse," European Journal of Operational Research, Elsevier, vol. 263(3), pages 888-899.
    66. Rouwenhorst, B. & Reuter, B. & Stockrahm, V. & van Houtum, G. J. & Mantel, R. J. & Zijm, W. H. M., 2000. "Warehouse design and control: Framework and literature review," European Journal of Operational Research, Elsevier, vol. 122(3), pages 515-533, May.
    67. Grosse, E. H. & Glock, C. H. & Neumann, W. P., 2017. "Human factors in order picking: a content analysis of the literature," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 80630, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    68. Weidinger, Felix & Boysen, Nils & Schneider, Michael, 2019. "Picker routing in the mixed-shelves warehouses of e-commerce retailers," European Journal of Operational Research, Elsevier, vol. 274(2), pages 501-515.
    69. Paul Berglund & Rajan Batta, 2012. "Optimal placement of warehouse cross-aisles in a picker-to-part warehouse with class-based storage," IISE Transactions, Taylor & Francis Journals, vol. 44(2), pages 107-120.
    70. Guenov, Marin & Raeside, Robert, 1992. "Zone shapes in class based storage and multicommand order picking when storage/retrieval machines are used," European Journal of Operational Research, Elsevier, vol. 58(1), pages 37-47, April.
    71. Boysen, Nils & Fedtke, Stefan & Weidinger, Felix, 2018. "Optimizing automated sorting in warehouses: The minimum order spread sequencing problem," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 126183, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    72. Lamballais, T. & Roy, D. & De Koster, M.B.M., 2017. "Estimating performance in a Robotic Mobile Fulfillment System," European Journal of Operational Research, Elsevier, vol. 256(3), pages 976-990.
    73. Hwang, Hark & Song, Jin Young, 1993. "Sequencing picking operations and travel time models for man-on-board storage and retrieval warehousing system," International Journal of Production Economics, Elsevier, vol. 29(1), pages 75-88, February.
    74. Yu, Mengfei & de Koster, René B.M., 2009. "The impact of order batching and picking area zoning on order picking system performance," European Journal of Operational Research, Elsevier, vol. 198(2), pages 480-490, October.
    75. Matthews, Jason & Visagie, Stephan, 2013. "Order sequencing on a unidirectional cyclical picking line," European Journal of Operational Research, Elsevier, vol. 231(1), pages 79-87.
    76. Zhang, Minqi & Grosse, Eric H. & Glock, Christoph H., 2023. "Ergonomic and economic evaluation of a collaborative hybrid order picking system," International Journal of Production Economics, Elsevier, vol. 258(C).
    77. Maria Albareda-Sambola & Antonio Alonso-Ayuso & Elisenda Molina & Clara Simón De Blas, 2009. "Variable Neighborhood Search For Order Batching In A Warehouse," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 26(05), pages 655-683.
    78. Fragapane, Giuseppe & de Koster, René & Sgarbossa, Fabio & Strandhagen, Jan Ola, 2021. "Planning and control of autonomous mobile robots for intralogistics: Literature review and research agenda," European Journal of Operational Research, Elsevier, vol. 294(2), pages 405-426.
    79. Mowrey, Corinne H. & Parikh, Pratik J., 2014. "Mixed-width aisle configurations for order picking in distribution centers," European Journal of Operational Research, Elsevier, vol. 232(1), pages 87-97.
    80. Jelle de Vries & René de Koster & Daan Stam, 2016. "Exploring the role of picker personality in predicting picking performance with pick by voice, pick to light and RF-terminal picking," International Journal of Production Research, Taylor & Francis Journals, vol. 54(8), pages 2260-2274, April.
    81. Lu, Wenrong & McFarlane, Duncan & Giannikas, Vaggelis & Zhang, Quan, 2016. "An algorithm for dynamic order-picking in warehouse operations," European Journal of Operational Research, Elsevier, vol. 248(1), pages 107-122.
    82. Jiang, Min & Huang, George Q., 2022. "Intralogistics synchronization in robotic forward-reserve warehouses for e-commerce last-mile delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    83. Safwan A. Altarazi & Maysa M. Ammouri, 2018. "Concurrent manual-order-picking warehouse design: a simulation-based design of experiments approach," International Journal of Production Research, Taylor & Francis Journals, vol. 56(23), pages 7103-7121, December.
    84. Parikh, Pratik J. & Meller, Russell D., 2010. "A travel-time model for a person-onboard order picking system," European Journal of Operational Research, Elsevier, vol. 200(2), pages 385-394, January.
    85. Fangyu Chen & Hongwei Wang & Yong Xie & Chao Qi, 2016. "An ACO-based online routing method for multiple order pickers with congestion consideration in warehouse," Journal of Intelligent Manufacturing, Springer, vol. 27(2), pages 389-408, April.
    86. A. Scholz & G. Wäscher, 2017. "Order Batching and Picker Routing in manual order picking systems: the benefits of integrated routing," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(2), pages 491-520, June.
    87. Xie, Lin & Li, Hanyi & Luttmann, Laurin, 2023. "Formulating and solving integrated order batching and routing in multi-depot AGV-assisted mixed-shelves warehouses," European Journal of Operational Research, Elsevier, vol. 307(2), pages 713-730.
    88. John J. Bartholdi & Donald D. Eisenstein & Robert D. Foley, 2001. "Performance of Bucket Brigades When Work Is Stochastic," Operations Research, INFORMS, vol. 49(5), pages 710-719, October.
    89. Boysen, Nils & de Koster, René & Weidinger, Felix, 2019. "Warehousing in the e-commerce era: A survey," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 126185, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    90. David Füßler & Nils Boysen, 2019. "High-performance order processing in picking workstations," EURO Journal on Transportation and Logistics, Springer;EURO - The Association of European Operational Research Societies, vol. 8(1), pages 65-90, March.
    91. Yoon, Chang S. & Sharp, Gunter P., 1995. "Example application of the cognitive design procedure for an order pick system: Case study," European Journal of Operational Research, Elsevier, vol. 87(2), pages 223-246, December.
    92. Diefenbach, Heiko & Glock, C. H., 2019. "Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 116991, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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    13. Glock, Christoph H. & Grosse, Eric H. & Abedinnia, Hamid & Emde, Simon, 2019. "An integrated model to improve ergonomic and economic performance in order picking by rotating pallets," European Journal of Operational Research, Elsevier, vol. 273(2), pages 516-534.
    14. Anderson Rogério Faia Pinto & Marcelo Seido Nagano, 2020. "Genetic algorithms applied to integration and optimization of billing and picking processes," Journal of Intelligent Manufacturing, Springer, vol. 31(3), pages 641-659, March.
    15. van Gils, Teun & Caris, An & Ramaekers, Katrien & Braekers, Kris & de Koster, René B.M., 2019. "Designing efficient order picking systems: The effect of real-life features on the relationship among planning problems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 47-73.
    16. Onal, Sevilay & Zhu, Wen & Das, Sanchoy, 2023. "Order picking heuristics for online order fulfillment warehouses with explosive storage," International Journal of Production Economics, Elsevier, vol. 256(C).
    17. Jiang, Min & Huang, George Q., 2022. "Intralogistics synchronization in robotic forward-reserve warehouses for e-commerce last-mile delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    18. Li Zhou & Huwei Liu & Junhui Zhao & Fan Wang & Jianglong Yang, 2022. "Performance Analysis of Picking Routing Strategies in the Leaf Layout Warehouse," Mathematics, MDPI, vol. 10(17), pages 1-28, September.
    19. de Koster, Rene & Le-Duc, Tho & Roodbergen, Kees Jan, 2007. "Design and control of warehouse order picking: A literature review," European Journal of Operational Research, Elsevier, vol. 182(2), pages 481-501, October.
    20. Laura Korbacher & Katrin Heßler & Stefan Irnich, 2023. "The Single Picker Routing Problem with Scattered Storage: Modeling and Evaluation of Routing and Storage Policies," Working Papers 2302, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.

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