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Model Predictive Control of a Forecasting Production System with Deteriorating Items

Model Predictive Control of a Forecasting Production System with Deteriorating Items

Abdelhak Mezghiche, Mustapha Moulaï, Lotfi Tadj
Copyright: © 2015 |Volume: 6 |Issue: 4 |Pages: 19
ISSN: 1947-9328|EISSN: 1947-9336|EISBN13: 9781466678026|DOI: 10.4018/IJORIS.2015100102
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MLA

Mezghiche, Abdelhak, et al. "Model Predictive Control of a Forecasting Production System with Deteriorating Items." IJORIS vol.6, no.4 2015: pp.19-37. http://doi.org/10.4018/IJORIS.2015100102

APA

Mezghiche, A., Moulaï, M., & Tadj, L. (2015). Model Predictive Control of a Forecasting Production System with Deteriorating Items. International Journal of Operations Research and Information Systems (IJORIS), 6(4), 19-37. http://doi.org/10.4018/IJORIS.2015100102

Chicago

Mezghiche, Abdelhak, Mustapha Moulaï, and Lotfi Tadj. "Model Predictive Control of a Forecasting Production System with Deteriorating Items," International Journal of Operations Research and Information Systems (IJORIS) 6, no.4: 19-37. http://doi.org/10.4018/IJORIS.2015100102

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Abstract

The authors consider in this paper an integrated forecasting production system of the tracking type. The demand rate during a certain period depends on the demand rate of the previous period. Also, the demand rate depends on the inventory level. Items on the shelves are subject to deterioration. Using a model predictive control approach, the authors obtain the optimal production rate, the optimal inventory level, the optimal demand rate, and the optimal objective function value, explicitly in terms of the system parameters. A numerical example is presented.

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