JOURNAL ARTICLE

Modify Symmetric Fuzzy Approach to Solve the Multi-Objective Linear Fractional Programming Problem

Maher A. NawkhassNejmaddin Ali Sulaiman

Year: 2022 Journal:   International Journal of Fuzzy System Applications Vol: 11 (1)Pages: 1-17   Publisher: IGI Global

Abstract

The property of fuzzy sets is approached as an instrument for the construction and finding of the value of the multi-objective linear fractional programming problem (MOLFPP), which is one of the systems of decision problems that are covered by fuzzy dealings. The paper introduces an approach to convert and solve such a problem by modifying the symmetric fuzzy approach, suggesting an algorithm, and demonstrating how the fuzzy linear fractional programming problem (FLFPP) can be answered without raising the arithmetic potency. Also, it introduces a technique that uses an optimal mean to convert MOLFPP to a single LFPP by modifying the symmetric fuzzy approach. A numeric sample is provided to clarify the qualification of the suggested approach and compare the results with other techniques, which are solved by using a computer application to test the algorithm of the above method, indicating that the results obtained by the fuzzy environment are promising.

Keywords:
Fuzzy logic Mathematical optimization Mathematics Linear programming Fuzzy set operations Fuzzy number Property (philosophy) Linear-fractional programming Defuzzification Computer science Fuzzy set Algorithm Artificial intelligence

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0.15
FWCI (Field Weighted Citation Impact)
24
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0.45
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Citation History

Topics

Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
Multi-Criteria Decision Making
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Optimization and Variational Analysis
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

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