Research Article

Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission

Volume: 33 Number: 1 March 1, 2020
EN

Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission

Abstract

Companies must manage their supply chains effectively under changing conditions in marketplace in order to be successful against their competitors. As a result of some regulations in recent years, companies are forced to consider the damage they cause to the environment by their supply chain activities. In this paper, a production-distribution problem, which concerns economic and environmental effects, is considered. A multi-product, multi-stage production-distribution network with different transportation alternatives is modelled in the problem. A goal programming model is proposed to support planning decisions of this production-distribution network by considering the profit of network activities and the carbon emission value caused by material and product transportation. A randomly generated set of test data was used to evaluate the effectiveness of the proposed model. The results show that the proposed model can be used as an effective tool for environmentally friendly production-distribution planning

Keywords

References

  1. [1] Singh, A., 2014. Supplier evaluation and demand allocation among suppliers in a supply chain. Journal of Purchasing & Supply Management, 20, 167–176.
  2. [2] Sadrnia, A., Ismail, N., Zulkifli, N., Ariffin, M.K.A., Nezamabadi-pour, H., Mirabi, H., 2013. A Multiobjective Optimization Model in Automotive Supply Chain Networks. Mathematical Problems in Engineering, 2013, 1-10.
  3. [3] Plambeck, E.L., 2012. Reducing greenhouse gas emissions through operations and supply chain management. Energy Economics, 34, S64-S74.
  4. [4] IPCC, 2007. Climate Change 2007: Mitigation. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, in: B. Metz, O.R. Davidson, P.R. Bosch, R. Dave, L.A. Meyer (Eds.), Cambridge, United Kingdom and New York, NY, USA.
  5. [5] Altiparmak, F.,Gen, M., Lin, L., Paksoy, T., 2006. A genetic algorithm approach for multi-objective optimization of supply chain networks. Computers & Industrial Engineering, 51, 196-215.
  6. [6] Torabi, S.A., Hassini, E., 2009. Multi-site production planning integrating procurement and distribution plans in multi-echelon supply chains: an interactive fuzzy goal programming approach. International Journal of Production Research, 47, 5475-5499.
  7. [7] Franca, R.B., Jones, E.C., Richards, C.N., Carlson, J.P., 2010. Multi-objective stochastic supply chain modeling to evaluate tradeoffs between profit and quality. International Journal of Production Economics, 127, 292-299.
  8. [8] Bashiri, M., Badri, H., Talebi, J., 2012. A new approach to tactical and strategic planning in production–distribution networks. Applied Mathematical Modelling, 36, 1703-1717.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

March 1, 2020

Submission Date

October 16, 2018

Acceptance Date

September 25, 2019

Published in Issue

Year 2020 Volume: 33 Number: 1

APA
Aktas, A., & Temiz, İ. (2020). Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission. Gazi University Journal of Science, 33(1), 135-150. https://doi.org/10.35378/gujs.471083
AMA
1.Aktas A, Temiz İ. Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission. Gazi University Journal of Science. 2020;33(1):135-150. doi:10.35378/gujs.471083
Chicago
Aktas, Ahmet, and İzzettin Temiz. 2020. “Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission”. Gazi University Journal of Science 33 (1): 135-50. https://doi.org/10.35378/gujs.471083.
EndNote
Aktas A, Temiz İ (March 1, 2020) Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission. Gazi University Journal of Science 33 1 135–150.
IEEE
[1]A. Aktas and İ. Temiz, “Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission”, Gazi University Journal of Science, vol. 33, no. 1, pp. 135–150, Mar. 2020, doi: 10.35378/gujs.471083.
ISNAD
Aktas, Ahmet - Temiz, İzzettin. “Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission”. Gazi University Journal of Science 33/1 (March 1, 2020): 135-150. https://doi.org/10.35378/gujs.471083.
JAMA
1.Aktas A, Temiz İ. Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission. Gazi University Journal of Science. 2020;33:135–150.
MLA
Aktas, Ahmet, and İzzettin Temiz. “Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission”. Gazi University Journal of Science, vol. 33, no. 1, Mar. 2020, pp. 135-50, doi:10.35378/gujs.471083.
Vancouver
1.Ahmet Aktas, İzzettin Temiz. Goal Programming Model for Production-Distribution Planning by Considering Carbon Emission. Gazi University Journal of Science. 2020 Mar. 1;33(1):135-50. doi:10.35378/gujs.471083

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