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Title

A Novel Hybrid Whale Optimization Algorithm to Solve a Production-Distribution Network Problem Considering Carbon Emissions

Year: 1398
COI: JR_IJE-32-12_011
Language: EnglishView: 180
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Authors

Nasrin Mehranfar - Department of Industrial Engineering, Shomal University, Amol, Iran
M. Hajiaghaei-Keshteli - Department of Industrial Engineering, University of Science and Technology of Mazandaran, Behshahr, Iran
Amir Mohammad Fathollahi-Fard - Department of Industrial Engineering and Management Systems, Amirkabir University of Technology, Tehran, Iran

Abstract:

Nowadays, there is a great deal of attention for regulations of carbon emissions to enforce the decision-makers of production and distribution networks to redesign their systems satisfactorily. The literature has seen a rapid interest in developing novel metaheuristics to solve this problem as a complicated optimization problem. Such difficulties motivate us to address a production-distribution network design problem considering carbon emissions policies among the first studies in this area by a novel hybrid whale optimization algorithm. Accordingly, a mixed integer non-linear programming model has been developed. To tackle the proposed problem, a new hybrid metaheuristic based on whale optimization algorithm and simulated annealing as a successful optimizer is employed to solve the proposed problem. The calibration of the algorithms has been designed by Taguchi method, comprehensively. Finally, an extensive analysis has been evaluated through a comparative study along with some assessment metrics of Pareto solutions.

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Paper COI Code

This Paper COI Code is JR_IJE-32-12_011. Also You can use the following address to link to this article. This link is permanent and is used as an article registration confirmation in the Civilica reference:

https://civilica.com/doc/1021638/

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Mehranfar, Nasrin and Hajiaghaei-Keshteli, M. and Fathollahi-Fard, Amir Mohammad,1398,A Novel Hybrid Whale Optimization Algorithm to Solve a Production-Distribution Network Problem Considering Carbon Emissions,https://civilica.com/doc/1021638

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Type of center: موسسه غیرانتفاعی
Paper count: 1,493
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