Abstract
The COVID-19 pandemic is changing consumer behavior and accelerating the interest for online grocery purchases. Hence, traditional brick-and-mortar retailers are developing omnichannel solutions enabling online purchases in parallel to normal activities. Buy-Online-Pick-up-in-Store concepts are flourishing in this context, and they are the topic of this work.
In this paper we propose a novel application of the sequential ordering problem to model products picking throughout the store shelves. The result is an optimized picking sequence that however takes also into account the characteristics of the goods (fragility, weight, etc.). The aim is to preserve goods integrity while allowing the pickers to optimize their route through the shop. The approach is exemplified on historical online orders of a real German shop.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Hübner, A., Kuhn, H., Sternbeck, M.G.: Demand and supply chain planning in grocery retail: an operations planning framework. Int. J. Retail Distrib. Manage. 41(7), 512–530 (2013)
Pires, M., Camanho, A., Amorim, P.: Solving the grocery backroom sizing problem. Int. J. Prod. Res. 58(18), 5707–5720 (2020)
Reiner, G., Teller, C., Kotzab, H.: Analyzing the efficient execution of in-store logistics processes in grocery retailing. The case of dairy products. Prod. Oper. Manage. 22, 924–939 (2013)
Hübner, A., Kuhn, H., Wollenburg, J.: Last mile fulfilment and distribution in omni-channel grocery retailing. Int. J. Retail Distrib. Manage. 44(3), 228–247 (2016)
Wang, Y., Xu, R., Schwartz, M., Chen, X.: COVID-19 and retail grocery management: insights from a broad-based consumer survey. IEEE Eng. Manage. Rev. 48(3), 202–211 (2020)
Boysen, N., Koster, R. de, Füßler. D.: The forgotten sons. Warehousing systems for brick-and-mortar retail chains. Eur. J. Oper. Res. 288(2), 361–381 (2021)
Wollenburg, J., Hübner, A., Kuhn, H., Trautrims, A.: From bricks-and-mortar to bricks-and-clicks. Int. J. Phys. Distrib. Logist. Manage. 48(4), 415–438 (2018)
Li, Z., Yang, W., Jin, H.S., Wang, D.: Omnichannel retailing operations with coupon promotions. J. Retail. Consum. Serv. 58, 102324 (2021)
Kim, K., Han, S.-L., Jang, Y.-Y., Shin, Y.-C.: The effects of the antecedents of “Buy-Online-Pick-up-In-Store” service on consumer’s BOPIS choice behaviour. Sustainability 12(23), 9989 (2020)
Kong, R., Luo, L., Chen, L., Keblis, M.F.: The effects of BOPS implementation under different pricing strategies in omnichannel retailing. Transp. Res. Part E Logist. Transp. Rev. 141, 102014 (2020)
Chou, X., Loske, D., Klumpp, M., Gambardella, L.M., Montemanni, R.: In-store picking strategies for online orders in grocery retail logistics (2021, Submitted)
Matusiak, M., de Koster, R., Saarinen, J.: Utilizing individual picker skills to improve order batching in a warehouse. Eur. J. Oper. Res. 263(3), 888–899 (2017)
Ogasawara, A., Ishigaki, A., Yasui, S.: Adaptive storage reassignment in order picking systems to picker learning and change of demand. Procedia Manuf. 39, 1623–1632 (2019)
Grosse, E.H., Calzavara, M., Glock, C.H., Sgarbosssa, F.: Incorporating human factors into decision support models for production and logistics. Curr. State Res. IFAC-PapersOnLine 50(1), 6900–6905 (2017)
Pardines, I., Lopez, V.: Shop&Go: TSP heuristics for an optimal shopping with smartphones. Sci. China Inf. Sci. 56(11), 1–12 (2013). https://doi.org/10.1007/s11432-013-5013-4
Liebmann, H.P., Zentes, J.: Handelsmanagement. Vahlen, Munich (2001)
Ozgormusa, E., Smith, A.E.: A data-driven approach to grocery store block layout. Comput. Ind. Eng. 139, 105562 (2020)
Filipe, S., Henriques Marques, S., Fátima Salgueiro. M. de: Customers’ relationship with their grocery store: direct and moderating effects from store format and loyalty programs. J. Retail. Consum. Serv. 37, 78–88 (2017)
Mojana, M., Montemanni, R., Di Caro, G., Gambardella, L.M.: A branch and bound approach for the sequential ordering problem. Lect. Notes Manage. Sci. 4(1), 266–27 (2012)
Montemanni, R., Smith, D.H., Rizzoli, A.E., Gambardella, L.M.: Sequential ordering problems for crane scheduling in port terminals. Int. J. Simul. Process Model. 5(4), 348–361 (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 IFIP International Federation for Information Processing
About this paper
Cite this paper
Chou, X., Pietri, N.O., Loske, D., Klumpp, M., Montemanni, R. (2021). Optimization Strategies for In-Store Order Picking in Omnichannel Retailing. In: Dolgui, A., Bernard, A., Lemoine, D., von Cieminski, G., Romero, D. (eds) Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. APMS 2021. IFIP Advances in Information and Communication Technology, vol 631. Springer, Cham. https://doi.org/10.1007/978-3-030-85902-2_64
Download citation
DOI: https://doi.org/10.1007/978-3-030-85902-2_64
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-85901-5
Online ISBN: 978-3-030-85902-2
eBook Packages: Computer ScienceComputer Science (R0)