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Application of Petri Nets and a Genetic Algorithm to Multi-Mode Multi-Resource Constrained Project Scheduling.

Prashant Reddy, J.; Kumanan, S.; Krishnaiah Chetty, O.V.

In: International Journal of Advanced Manufacturing Technology 17 (4), pages 305-314. 2001.

Abstract: Multi-mode and multi-resource constrained scheduling of a project is a complex task. This paper addresses the use of a Petri net as a modelling and scheduling tool in this context. The benefits of Petri nets in project scheduling are discussed. We propose extensions to Petri nets to suit scheduling of activities in a decision CPM. We also propose the use of a P-matrix for token movements in Petri nets. A genetic algorithm is used to find a better solution. Petri-net-aided software including genetic-algorithm-based search and heuristics is described to deal with a multi-mode, multi-constrained scheduling problem with pre-emption of activities.

Keywords: Activity pre-emption; Genetic algorithm; Multi-mode multi-resource scheduling; Petri nets; Project management.


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