Article ID: | iaor20082422 |
Country: | United Kingdom |
Volume: | 14 |
Issue: | 4 |
Start Page Number: | 291 |
End Page Number: | 307 |
Publication Date: | Jul 2007 |
Journal: | International Transactions in Operational Research |
Authors: | Ioannou George, Kritikos Manolis N. |
Keywords: | production, vehicle routing & scheduling, heuristics, programming: linear |
In this article we consider the problem of sequencing material handling equipment in manufacturing systems, subject to constraints that restrict the start and end time of each production activity, according to pre-specified daily resource operational schedules and process planning information. The underlying decision problem is modeled using an integer programming formulation similar to vehicle routing with time windows (VRPTW). To take advantage of standard approaches for the VRPTW, we develop a transformation schema that allows a one-to-one mapping between the manufacturing problem and VRPTW. An efficient heuristic to solve the resulting transformed problem is proposed. The method, which is a penalty-based sequential insertion heuristic, allows routes to be constructed by exploiting the tradeoff between material handling and resource starvation costs. The steps of the method are illustrated via a comprehensive example and results on benchmark problems are reported.