A Two-Step Matheuristics for Order-Picking Process Problems with One-Directional Material Flow and Buffers
A Two-Step Matheuristics for Order-Picking Process Problems with One-Directional Material Flow and Buffers
Blog Article
The necessity for undertaking this research is driven by the prevailing challenges encountered in logistic centers.This study addresses a logistic order-picking issue involving unidirectional conveyors and buffers, which are assigned to racks and pickers with the objective of minimizing the makespan.Subsequently, two variations of a two-step Interior Dome and Courtesy Lighting matheuristic approach are proposed as solution methodologies.
These matheuristics entail decomposing the primary order-picking problem into two subproblems.In the initial step, the problem of minimizing the free time for pickers/buffers is solved, followed by an investigation into minimizing order picking makespan.An experimentation phase is carried out across three versions of a distribution center layout, wherein one or more pickers are allocated to one or more buffers, spanning 120 test instances.
The research findings indicate that employing a mathematical programming-based technique holds promise for yielding solutions within reasonable computational timeframes, particularly when distributing products to consumers with limited product variety within the Ski de fond - Homme - Bottes order.Furthermore, the proposed technique offers the advantages of expediency and simplicity, rendering it suitable for adoption in the process of designing and selecting order-picking systems.