Evolutionary Algorithms for Location Allocation Biomethane Supply Chain Problem

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Khishtandar Sohaila; ZANDIEH MOSTAFA; Dorri Nokarani Behrooz; Ranaei Siadat Sayed Omid

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Journal: Industrial Management Perspective Year:2016 | Volume:6 | Issue:23 Page(s): 29-54

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Information Journal Paper

Title

Evolutionary Algorithms for Location Allocation Biomethane Supply Chain Problem

Author(s)

Khishtandar Sohaila | ZANDIEH MOSTAFA | Dorri Nokarani Behrooz | Ranaei Siadat Sayed Omid | Issue Writer Certificate

Keywords

Biomethane Supply ChainQ1

Facility LocationQ2

AllocationQ1

Mixed Integer Nonlinear Programming ModelQ1

Evolutionary AlgorithmsQ2

Abstract

As an environment-friendly and renewable energy source, biomethane plays a significant role in the supply of sustainable energy. To determine location of reactor and allocate feedstocks, to the reactor in a biomethane production system by minimizing the supply chain cost, a mathematical model is studied in this article. Constraints, such as the limited workforce, the reactors’ demand on the residues, and the deterioration of the residues in the hubs are considered. Two evolutionary Algorithm, Genetic and differential Evolutionary Algorithms for solving Mixed Integer Nonlinear Programming Model is proposed. The speed of obtaining the solution is the same but differential evolutionary algorithm finds better solutions than Genetic Algorithm when applied to the given problems.

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APA: Copy

Khishtandar, Sohaila, ZANDIEH, MOSTAFA, Dorri Nokarani, Behrooz, & Ranaei Siadat, Sayed Omid. (2016). Evolutionary Algorithms for Location Allocation Biomethane Supply Chain Problem. JOURNAL OF INDUSTRIAL MANAGEMENT PERSPECTIVE (JIMP), 6(23 ), 29-54. SID. https://sid.ir/paper/240984/en

Vancouver: Copy

Khishtandar Sohaila, ZANDIEH MOSTAFA, Dorri Nokarani Behrooz, Ranaei Siadat Sayed Omid. Evolutionary Algorithms for Location Allocation Biomethane Supply Chain Problem. JOURNAL OF INDUSTRIAL MANAGEMENT PERSPECTIVE (JIMP)[Internet]. 2016;6(23 ):29-54. Available from: https://sid.ir/paper/240984/en

IEEE: Copy

Sohaila Khishtandar, MOSTAFA ZANDIEH, Behrooz Dorri Nokarani, and Sayed Omid Ranaei Siadat, “Evolutionary Algorithms for Location Allocation Biomethane Supply Chain Problem,” JOURNAL OF INDUSTRIAL MANAGEMENT PERSPECTIVE (JIMP), vol. 6, no. 23 , pp. 29–54, 2016, [Online]. Available: https://sid.ir/paper/240984/en

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