INTEGRATED CAPACITATED TRANSPORTATION AND PRODUCTION SCHEDULING PROBLEM IN A FUZZY ENVIRONMENT

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Fathollahi Fard Amir Mohammad; Hajiaghaei Keshteli Mostafa

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Journal Paper

Paper Information

Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING & PRODUCTION RESEARCH Year:2018 | Volume:29 | Issue:2 Page(s): 197-211

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Information Journal Paper

Title

INTEGRATED CAPACITATED TRANSPORTATION AND PRODUCTION SCHEDULING PROBLEM IN A FUZZY ENVIRONMENT

Author(s)

Fathollahi Fard Amir Mohammad | Hajiaghaei Keshteli Mostafa | Issue Writer Certificate

Keywords

INTEGRATED CAPACITATED AIR TRANSPORTATION AND PRODUCTION SCHEDULING

FUZZY ENVIRONMENT

METAHEURISTICS

KESHTEL ALGORITHM

VIRUS COLONY SEARCH

Abstract

Nowadays, the production scheduling systems are integrated by different transportation networks, e.g., airplanes, trains, and ships.Although the integrated air transportation and production scheduling problem is modelled with different factors, according to the literature reports, a fuzzy environment along with capacitated transportation systems has been scarcely considered. These facts motivate our attempts to contribute to a new formulation of this problem while considering the aforementioned suppositions. Another contribution of this study is to apply a number of nature-inspired metaheuristics.Accordingly, not only Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are used as famous metaheuristic algorithms existing in the literature, but also two recent ones, namely, Keshtel Algorithm (KA) and Virus Colony Search (VCS), are considered for the first time in the literature. In addition, the Taguchi experimental design method is utilized to tune the algorithms’ parameters. By generating different test problems, KA reveals a better performance when solving large-sized samples, in comparison to other metaheuristics.

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APA: Copy

Fathollahi Fard, Amir Mohammad, & Hajiaghaei Keshteli, Mostafa. (2018). INTEGRATED CAPACITATED TRANSPORTATION AND PRODUCTION SCHEDULING PROBLEM IN A FUZZY ENVIRONMENT. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), 29(2), 197-211. SID. https://sid.ir/paper/727940/en

Vancouver: Copy

Fathollahi Fard Amir Mohammad, Hajiaghaei Keshteli Mostafa. INTEGRATED CAPACITATED TRANSPORTATION AND PRODUCTION SCHEDULING PROBLEM IN A FUZZY ENVIRONMENT. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH)[Internet]. 2018;29(2):197-211. Available from: https://sid.ir/paper/727940/en

IEEE: Copy

Amir Mohammad Fathollahi Fard, and Mostafa Hajiaghaei Keshteli, “INTEGRATED CAPACITATED TRANSPORTATION AND PRODUCTION SCHEDULING PROBLEM IN A FUZZY ENVIRONMENT,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION RESEARCH (IJIE) (ENGLISH), vol. 29, no. 2, pp. 197–211, 2018, [Online]. Available: https://sid.ir/paper/727940/en

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