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2020

Optimization

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Solving Process Planning And Scheduling Problems Using The Concept Of Maximum Weighted Independent Set, Kai Sun Aug 2020

Solving Process Planning And Scheduling Problems Using The Concept Of Maximum Weighted Independent Set, Kai Sun

Dissertations - ALL

Process planning and scheduling (PPS) is an essential and practical topic but a very intractable problem in manufacturing systems. Many research studies use iterative methods to solve such problems; however, they cannot achieve satisfactory results in both quality and computational speed. Other studies formulate scheduling problems as a graph coloring problem (GCP) or its extensions, but these formulations are limited to certain types of scheduling problems. In this dissertation, we propose a novel approach to formulate a general type of the PPS problem with resource allocation and process planning integrated towards a typical objective, minimizing the makespan. The PPS problem …