Production planning and scheduling in the glass container industry: A VNS approach
Inspired by a case study, this paper reports a successful application of VNS to the production planning and scheduling problem that arises in the glass container industry. This is a multi-facility production system, where each facility has a set of furnaces where the glass paste is produced in order to meet the demand, being afterwards distributed to a set of parallel molding machines. Since the neighborhoods used are not nested, they are not ordered by increasing sizes, but by means of a new empirical measure to assess the distance between any two solutions. Neighborhood sizes decrease significantly throughout the search thus suggesting the use of a scheme in which efficiency is placed over effectiveness in a first step, and the opposite in a second step. We test this variant as well as other two with a real-world problem instance from our case study.
Year of publication: |
2008
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Authors: | Almada-Lobo, Bernardo ; Oliveira, José F. ; Carravilla, Maria Antónia |
Published in: |
International Journal of Production Economics. - Elsevier, ISSN 0925-5273. - Vol. 114.2008, 1, p. 363-375
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Publisher: |
Elsevier |
Saved in:
Online Resource
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