Transfer-robot task scheduling in job shop
Author:
- 5 January 2020
- journal article
- research article
- Published by Taylor & Francis in International Journal of Production Research
- Vol. 59 (3) , 813-823
Abstract
This paper studies a simultaneous scheduling of production and material transfer in a job shop environment. The simultaneous scheduling approach has been recently adopted by warehouse operations, wherein transbots pick up jobs and deliver to pick-machines for processing that requires a simultaneous scheduling of jobs, transbots, and machines. However, both a large proportion of literature and real-world scheduling systems consider only one side of the problem. In our study, machines and transbot are both considered as constraining resources. The contributions of this paper are twofold. First, we propose a novel application of constraint programming for the job shop scheduling problem (JSP) with transbots, significantly outperforming all other benchmark approaches in the literature and proving optimality of the well-known benchmark instances, for the first time. Second, we propose a medium-scale benchmark instance.Keywords
This publication has 32 references indexed in Scilit:
- A multi-agent based approach to dynamic scheduling of machines and automated guided vehicles in manufacturing systemsApplied Soft Computing, 2012
- A combined integer/constraint programming approach to a resource-constrained parallel machine scheduling problem with machine eligibility restrictionsEngineering Optimization, 2010
- An MILP for scheduling problems in an FMS with one vehicleEuropean Journal of Operational Research, 2009
- Scheduling of machines and automated guided vehicles in FMS using differential evolutionInternational Journal of Production Research, 2009
- A simple metaheuristic approach to the simultaneous scheduling of machines and automated guided vehiclesInternational Journal of Production Research, 2008
- Integrated production and material handling scheduling using mathematical programming and constraint programmingEuropean Journal of Operational Research, 2006
- A Formal Analysis and Taxonomy of Task Allocation in Multi-Robot SystemsThe International Journal of Robotics Research, 2004
- A hybrid GA/heuristic approach to the simultaneous scheduling of machines and automated guided vehiclesInternational Journal of Production Research, 2004
- The NEOS ServerIEEE Computational Science and Engineering, 1998
- Dynamic dispatching algorithm for scheduling machines and automated guided vehicles in a flexible manufacturing systemInternational Journal of Production Research, 1992