International Journal of Computational Intelligence Systems

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Volume 4, Issue 2, April 2011, Pages 228 - 243

Application of Fuzzy Multi-Objective Linear Programming Model in a Multi-Period Multi-Product Production Planning Problem

Authors
Kaveh Taghizadeh, Morteza Bagherpour, Iraj Mahdavi
Corresponding Author
Kaveh Taghizadeh
Received 21 April 2010, Accepted 14 December 2010, Available Online 1 April 2011.
DOI
10.2991/ijcis.2011.4.2.11How to use a DOI?
Keywords
Multi-Period Multi-Product production planning; Aggregate production planning; Fuzzy Multi-Objective Linear Programming; Piecewise linear membership functions; Mixed Integer Linear Programming.
Abstract

The Multi-Period Multi-Product (MPMP) production planning, as a well known problem in literature, attempts to match production rates of individual products with fluctuated market demand over planning horizon. This study, demonstrates how the conventional MPMP Linear Programming (LP) model may fail to utilize available capacity of machines, and also a novel Multi Objective Linear Programming (MOLP) model is developed to simultaneously minimize net present value of production costs and maximize machine utilization. The proposed model consists of production constraints such as available labor, inventory, maximum subcontracting levels and also forecasted demands. The proposed MOLP model is further converted to a Fuzzy Multi Objective Linear Programming (FMOLP) model utilizing piecewise linear membership functions. The model, accommodates the Decision Maker (DM) with a more systematic decision making approach enabling the DM to adjust the search direction during the solving procedure to achieve the most satisfactory result.

Copyright
© 2011, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
4 - 2
Pages
228 - 243
Publication Date
2011/04/01
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.2991/ijcis.2011.4.2.11How to use a DOI?
Copyright
© 2011, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - Kaveh Taghizadeh
AU  - Morteza Bagherpour
AU  - Iraj Mahdavi
PY  - 2011
DA  - 2011/04/01
TI  - Application of Fuzzy Multi-Objective Linear Programming Model in a Multi-Period Multi-Product Production Planning Problem
JO  - International Journal of Computational Intelligence Systems
SP  - 228
EP  - 243
VL  - 4
IS  - 2
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.2011.4.2.11
DO  - 10.2991/ijcis.2011.4.2.11
ID  - Taghizadeh2011
ER  -