An effective solution for a real cutting stock problem in manufacturing plastic rolls

An effective solution for a real cutting stock problem in manufacturing plastic rolls

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Article ID: iaor200937799
Country: Germany
Volume: 166
Issue: 1
Start Page Number: 125
End Page Number: 146
Publication Date: Feb 2009
Journal: Annals of Operations Research
Authors: , , , ,
Keywords: manufacturing industries, heuristics
Abstract:

We confront a practical cutting stock problem from a production plant of plastic rolls. The problem is a variant of the well-known one dimensional cutting stock, with particular constraints and optimization criteria defined by the experts of the company. We start by giving a problem formulation in which optimization criteria have been considered in linear hierarchy according to expert preferences, and then propose a heuristic solution based on a GRASP algorithm. The generation phase of this algorithm solves a simplified version which is rather similar to the conventional one dimensional cutting stock. To do that, we propose a Sequential Heuristic Randomized Procedure (SHRP). Then in the repairing phase, the solution of the simplified problem is transformed into a solution to the real problem. For experimental study we have chosen a set of problem instances of common use to compare SHRP with another recent approach. Also, we show by means of examples, how our approach works over instances taken from the real production process.

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