A hybrid algorithm for the non-guillotine cutting problem

A hybrid algorithm for the non-guillotine cutting problem

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Article ID: iaor20032377
Country: Netherlands
Volume: 117
Issue: 1
Start Page Number: 151
End Page Number: 163
Publication Date: Nov 2002
Journal: Annals of Operations Research
Authors: , , ,
Keywords: heuristics
Abstract:

In this article, a meta-heuristic method to solve the non-guillotine cutting stock problem is proposed. This method is based on a combination between the basic principles of the constructive and evolutive methods. With an adequate management of the parameters involved, the method allows regulation of the solution quality to computational effort relationship. This method is applied to a particular case of cutting problems, with which the computational behaviors is evaluated. In fact, 1000 instances of the problem have been classified according to their combinatorial degree and then the efficiency and robustness of the method have been tested. The final results conclude that the proposed method generates an avarage error close to 2.18% with respect to optimal solutions. It has also been verified that the method yields solutions for all of the instances examined; something that has not been achieved with an exact constructive method, which was also implemented. Comparison of the running times demonstrates the superiority of the proposed method as compared with the exact method.

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