SOLVING THE FIXED CHARGE TRANSPORTATION PROBLEM IN A FUZZY ENVIRONMENT BASED ON SA AND WOA

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Sadeghi Moghaddam Samira; Hajiaghaei Keshteli Mostafa; Mahmoodjanloo Mehdi

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING
Year:2017 | Issue:13

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Title

SOLVING THE FIXED CHARGE TRANSPORTATION PROBLEM IN A FUZZY ENVIRONMENT BASED ON SA AND WOA

Author(s)

Sadeghi Moghaddam Samira | Hajiaghaei Keshteli Mostafa | Mahmoodjanloo Mehdi

Keywords

FIXED CHARGE TRANSPORTATION PROBLEM

METAHEURISTIC ALGORITHM

PRÜFER NUMBER

FUZZY SETS

Abstract

FIXED-CHARGE TRANSPORTATION PROBLEM (FCTP) IS A PRIMARY PROBLEM IN SUPPLY CHAIN MANAGEMENT. TO SOLVE SUCH AN NP-HARD PROBLEM TWO METAHEURISTICS HAVE BEEN PROPOSED. SINCE WE COULD NOT FORMULATE REAL WORLD AS AN EXACT PROBLEM, THEREFORE IT IS NECESSARY TO DESCRIBE AN APPROXIMATE AND A FUZZY MODEL. IN THIS PAPER BOTH FIXED COSTS AND VARIABLE COSTS ARE CONSIDERED AS THE FUZZY NUMBERS. AS A NOVELTY APPROACH, WE CREATED A PROCEDURE FOR CONVERTING THE CONTINUOUS NUMBERS TO THE DISCRETE NUMBERS. IN THIS PAPER TWO ALGORITHMS INCLUDED SA AND WHALE OPTIMIZATION ALGORITHM (WOA) ARE DEVELOPED. BESIDES. THIS PAPER PROPOSES NEW APPROACHES IN SOLUTION ALGORITHMS USING BOTH SPANNING TREE BASED PRÜFER NUMBER AND PRIORITY BASED REPRESENTATION. ALSO, TAGUCHI METHOD IS USED TO GUARANTEE THE PROPER PERFORMANCE OF ALGORITHMS. IN ADDITION, SEVERAL VARIOUS PROBLEMS WITH DIFFERENT SIZES ARE GENERATED TO ASSESSMENT THE CAPABILITY OF THE ALGORITHMS AND COMMERCIAL SOFTWARE ACCORDING TO THE REAL WORLD CASE.

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APA: Copy

Sadeghi Moghaddam, Samira, Hajiaghaei Keshteli, Mostafa, & Mahmoodjanloo, Mehdi. (2017). SOLVING THE FIXED CHARGE TRANSPORTATION PROBLEM IN A FUZZY ENVIRONMENT BASED ON SA AND WOA. INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. SID. https://sid.ir/paper/936605/en

Vancouver: Copy

Sadeghi Moghaddam Samira, Hajiaghaei Keshteli Mostafa, Mahmoodjanloo Mehdi. SOLVING THE FIXED CHARGE TRANSPORTATION PROBLEM IN A FUZZY ENVIRONMENT BASED ON SA AND WOA. 2017. Available from: https://sid.ir/paper/936605/en

IEEE: Copy

Samira Sadeghi Moghaddam, Mostafa Hajiaghaei Keshteli, and Mehdi Mahmoodjanloo, “SOLVING THE FIXED CHARGE TRANSPORTATION PROBLEM IN A FUZZY ENVIRONMENT BASED ON SA AND WOA,” presented at the INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. 2017, [Online]. Available: https://sid.ir/paper/936605/en

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