Developing Conflict-Free Routes for Automated Guided Vehicles

作者: Nirup N. Krishnamurthy , Rajan Batta , Mark H. Karwan

DOI: 10.1287/OPRE.41.6.1077

关键词: Job shop schedulingShortest path problemMathematical optimizationStatic routingComputer scienceColumn generationDemand assignmentFlexible manufacturing systemSimulationRouting (electronic design automation)Management Science and Operations ResearchComputer Science Applications

摘要: Automated guided vehicles AGVs are a highly sophisticated and increasingly popular type of material handling device in flexible manufacturing systems. This paper details solution methodologies for the static routing problem which demand assignment known; focus is to obtain an implementable within reasonable amount computer time. The objective minimize makespan, while on bidirectional network conflict-free manner. solved via column generation. master this generation procedure has makespan vehicle interference constraints. Columns routes iteratively generated each AGV. subproblem constrained shortest path with time-dependent costs edges. An improvement developed better obtained at end master-subproblem interactions. Several methods iterating between experimented in-depth computational experiments. Our empirical results indicate that as whole usually generates solutions few percent proposed bound,

参考文章(16)
Andrew Kusiak, J. Pemberton Cyrus, Routing and Scheduling of Automated Guided Vehicles Springer, Berlin, Heidelberg. pp. 247- 251 ,(1985) , 10.1007/978-3-642-82580-4_44
J. Huang, U. S. Palekar, S. G. Kapoor, A Labeling Algorithm for the Navigation of Automated Guided Vehicles Journal of Engineering for Industry. ,vol. 115, pp. 315- 321 ,(1993) , 10.1115/1.2901666
Kenneth L Cooke, Eric Halsey, The shortest route through a network with time-dependent internodal transit times Journal of Mathematical Analysis and Applications. ,vol. 14, pp. 493- 498 ,(1966) , 10.1016/0022-247X(66)90009-6
R. J. GASKINS, J. M. A. TANCHOCO, Flow path design for automated guided vehicle systems International Journal of Production Research. ,vol. 25, pp. 667- 676 ,(1987) , 10.1080/00207548708919869
Yogesh Agarwal, Kamlesh Mathur, Harvey M. Salkin, A set-partitioning-based exact algorithm for the vehicle routing problem Networks. ,vol. 19, pp. 731- 749 ,(1989) , 10.1002/NET.3230190702
PIUS J. EGBELU, J. M. A. TANCHOCO, Potentials for bi-directional guide-path for automated guided vehicle based systems International Journal of Production Research. ,vol. 24, pp. 1075- 1097 ,(1986) , 10.1080/00207548608919789
PIUS J. EGBELU, JOSE M. A. TANCHOCO, Characterization of automatic guided vehicle dispatching rules International Journal of Production Research. ,vol. 22, pp. 359- 374 ,(1984) , 10.1080/00207548408942459
Martin Desrochers, François Soumis, A reoptimization algorithm for the shortest path problem with time windows European Journal of Operational Research. ,vol. 35, pp. 242- 254 ,(1988) , 10.1016/0377-2217(88)90034-3
Jacques Desrosiers, François Soumis, Martin Desrochers, Routing with time windows by column generation Networks. ,vol. 14, pp. 545- 565 ,(1984) , 10.1002/NET.3230140406