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An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach

The goal of this research is to develop a novel multi-objective mathematical model in a green supply chain network consisting of manufacturers, distribution centers and dealers in an automotive manufacture case study. The main objectives considered are: minimizing the costs of production, distributi...

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Main Authors: Memari, Ashkan, Rahim, Abdul Rahman Abdul, Ahmad, Robiah
Format: Conference or Workshop Item
Language:English
Published: 2015
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://eprints.utm.my/id/eprint/59147/1/AbdulRahmanAbdulRahim2015_AnIntegratedProductionDistributionPlanning.pdf
http://eprints.utm.my/id/eprint/59147/
http://www.dx.doi.org/10.1016/j.procir.2015.03.006
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spelling my.utm.591472021-09-14T07:47:58Z http://eprints.utm.my/id/eprint/59147/ An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach Memari, Ashkan Rahim, Abdul Rahman Abdul Ahmad, Robiah TJ Mechanical engineering and machinery The goal of this research is to develop a novel multi-objective mathematical model in a green supply chain network consisting of manufacturers, distribution centers and dealers in an automotive manufacture case study. The main objectives considered are: minimizing the costs of production, distribution, holding and shortage cost at dealers as well as minimizing environmental impact of logistic network. In addition to minimizing the costs and environmental impacts particularly the emission of CO2, the model can determine the green economic production quantity using Just-In-Time logistics. Furthermore, multi-objective genetic algorithm is applied in order to minimize these two conflicting objectives simultaneously. Finally, the performance of the proposed model is evaluated by comparing the obtained Pareto fronts from Moga and goal attainment programing solver in Matlab. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/59147/1/AbdulRahmanAbdulRahim2015_AnIntegratedProductionDistributionPlanning.pdf Memari, Ashkan and Rahim, Abdul Rahman Abdul and Ahmad, Robiah (2015) An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach. In: 12th Global Conference on Sustainable Manufacturing, GCSM 2014, 22-24 Sep 2014, Johor Bahru, Johor, Malaysia. http://www.dx.doi.org/10.1016/j.procir.2015.03.006
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/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Memari, Ashkan
Rahim, Abdul Rahman Abdul
Ahmad, Robiah
An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
description The goal of this research is to develop a novel multi-objective mathematical model in a green supply chain network consisting of manufacturers, distribution centers and dealers in an automotive manufacture case study. The main objectives considered are: minimizing the costs of production, distribution, holding and shortage cost at dealers as well as minimizing environmental impact of logistic network. In addition to minimizing the costs and environmental impacts particularly the emission of CO2, the model can determine the green economic production quantity using Just-In-Time logistics. Furthermore, multi-objective genetic algorithm is applied in order to minimize these two conflicting objectives simultaneously. Finally, the performance of the proposed model is evaluated by comparing the obtained Pareto fronts from Moga and goal attainment programing solver in Matlab.
format Conference or Workshop Item
author Memari, Ashkan
Rahim, Abdul Rahman Abdul
Ahmad, Robiah
author_facet Memari, Ashkan
Rahim, Abdul Rahman Abdul
Ahmad, Robiah
author_sort Memari, Ashkan
title An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
title_short An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
title_full An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
title_fullStr An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
title_full_unstemmed An integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
title_sort integrated production-distribution planning in green supply chain: a multi-objective evolutionary approach
publishDate 2015
url http://eprints.utm.my/id/eprint/59147/1/AbdulRahmanAbdulRahim2015_AnIntegratedProductionDistributionPlanning.pdf
http://eprints.utm.my/id/eprint/59147/
http://www.dx.doi.org/10.1016/j.procir.2015.03.006
_version_ 1712285049836011520
score 13.250246

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