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Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model

In this paper, we consider a hybrid Make-to-Stock-Make-to-Order environment to develop a novel optimisation model for medium-term production planning of a typical multi-product firm based on the competencies of the robust optimisation methodology. Three types of uncertainties: Suppliers, processes a...

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Main Authors: Khakdaman, Masoud, Wong, Kuan Yew, Zohoori, Bahareh, Tiwari, Manoj Kumar, Merkert, Rico
Format: Article
Published: Penerbit UTM Press 2015
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://eprints.utm.my/id/eprint/58880/
http://dx.doi.org/10.1080/00207543.2014.935828
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spelling my.utm.588802021-08-08T08:56:19Z http://eprints.utm.my/id/eprint/58880/ Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model Khakdaman, Masoud Wong, Kuan Yew Zohoori, Bahareh Tiwari, Manoj Kumar Merkert, Rico TJ Mechanical engineering and machinery In this paper, we consider a hybrid Make-to-Stock-Make-to-Order environment to develop a novel optimisation model for medium-term production planning of a typical multi-product firm based on the competencies of the robust optimisation methodology. Three types of uncertainties: Suppliers, processes and customers, are incorporated into the model to construct a robust practical model in an uncertain business environment. The modelling procedure is started with applying deterministic linear programming to develop a new multi-objective approach for the combination of multi-product multi-period production planning and aggregate production planning problems. Then, the proposed deterministic model is transformed into a robust optimisation framework and the solution procedure is designed according to the Lp-Metric methodology. Next, using the IBM ILOG CPLEX optimisation software, the proposed model is evaluated by applying the data collected from an industrial case study. Final results illustrate the applicability of the proposed model. Penerbit UTM Press 2015 Article PeerReviewed Khakdaman, Masoud and Wong, Kuan Yew and Zohoori, Bahareh and Tiwari, Manoj Kumar and Merkert, Rico (2015) Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model. International Journal Of Production Research, 53 (5). pp. 1358-1386. ISSN 0020-7543 http://dx.doi.org/10.1080/00207543.2014.935828 DOI: 10.1080/00207543.2014.935828
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Khakdaman, Masoud
Wong, Kuan Yew
Zohoori, Bahareh
Tiwari, Manoj Kumar
Merkert, Rico
Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
description In this paper, we consider a hybrid Make-to-Stock-Make-to-Order environment to develop a novel optimisation model for medium-term production planning of a typical multi-product firm based on the competencies of the robust optimisation methodology. Three types of uncertainties: Suppliers, processes and customers, are incorporated into the model to construct a robust practical model in an uncertain business environment. The modelling procedure is started with applying deterministic linear programming to develop a new multi-objective approach for the combination of multi-product multi-period production planning and aggregate production planning problems. Then, the proposed deterministic model is transformed into a robust optimisation framework and the solution procedure is designed according to the Lp-Metric methodology. Next, using the IBM ILOG CPLEX optimisation software, the proposed model is evaluated by applying the data collected from an industrial case study. Final results illustrate the applicability of the proposed model.
format Article
author Khakdaman, Masoud
Wong, Kuan Yew
Zohoori, Bahareh
Tiwari, Manoj Kumar
Merkert, Rico
author_facet Khakdaman, Masoud
Wong, Kuan Yew
Zohoori, Bahareh
Tiwari, Manoj Kumar
Merkert, Rico
author_sort Khakdaman, Masoud
title Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
title_short Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
title_full Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
title_fullStr Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
title_full_unstemmed Tactical production planning in a hybrid Make-to-Stock-Make-to-Order environment under supply, process and demand uncertainties: a robust optimisation model
title_sort tactical production planning in a hybrid make-to-stock-make-to-order environment under supply, process and demand uncertainties: a robust optimisation model
publisher Penerbit UTM Press
publishDate 2015
url http://eprints.utm.my/id/eprint/58880/
http://dx.doi.org/10.1080/00207543.2014.935828
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score 13.160551

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