Robust possibilistic programming for joint order batching and picker routing problem in warehouse management. Issue 14 (18th July 2021)

• Record Type: Journal Article
• Authors: Yousefi Nejad Attari, Mahdi; Ebadi Torkayesh, Ali; Malmir, Behnam; Neyshabouri Jami, Ensiyeh
• Is Part Of: International journal of production research. Volume 59:Issue 14(2021)
• Page Start: 4434
• Page End: 4452
• Publication Date: 2021-07-18
• Subjects: joint order batching -- picker routing -- genetic algorithm -- particle swarm optimisation algorithm -- artificial bee colony algorithms -- warehouse design -- warehousing systems; Factory management -- Periodicals; 658.57
• DOI: 10.1080/00207543.2020.1766712
• Languages: English
• ISSNs: 0020-7543

Abstract

Abstract : Decisions made for designing and operating a warehouse system are of great significance. These operational decisions are strongly affected by total logistics costs, including investment and direct operating costs. The number of orders made by customers in the logistics section of warehouse management is very high because the number, type of products and items ordered by different customers vary broadly. However, machines layout for picking up products at logistics centres is minimal, inflexible, and, in some cases, inconclusive. In this study, we address joint order batching procedures of orders considering picker routing problem as a mixed-integer programming model. Extensive numerical experiments were generated in small, medium, and large sizes. In order to consider the uncertainty of parameters, we applied robust possibilistic programming for this problem. Three different meta-heuristic algorithms; genetic algorithm, particle swarm optimisation algorithm, and honey artificial bee colony algorithms are used as solution approaches to solve the formulated model. The performance of solution approaches over the problem was analysed using several test indexes. In all three group examples, there was no significant difference among mean values of the objective function, while there was a remarkable difference among computing times.