A fuzzy based solution to multiple objective LPP

A fuzzy based solution to multiple objective LPP

This study presents a Fuzzy Multiple Objective Linear Programming Problem (FMOLPP) method to solve the Linear Programming Problem (LPP). Initially Multiple Objective Linear Programming Problem (MOLPP) is solved using Chandra Sen's approach along with various types of mean approaches. Furthermor...

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Published in:AIMS mathematics Vol. 8; no. 4; pp. 7714 - 7730
Main Authors: Junaid Basha, M, Nandhini, S
Format: Journal Article
Language:English
Published: AIMS Press 2023
Subjects:
deffuzification mean of maxima (mom)
fuzzy mean methods
fuzzy molpp
mean techniques
molpp
symmetric triangular fuzzy number
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Abstract This study presents a Fuzzy Multiple Objective Linear Programming Problem (FMOLPP) method to solve the Linear Programming Problem (LPP). Initially Multiple Objective Linear Programming Problem (MOLPP) is solved using Chandra Sen's approach along with various types of mean approaches. Furthermore, FMOLPP is solved using Chandra Sen's approach and various categories of fuzzy mean techniques. The simplex form is used to solve the LPP, where the three-tuple symmetric triangular fuzzy number with the constraints of the fuzzy objective function is considered. We have presented a comparative study of optimum values of MOLPP with optimum values of FMOLPP, to show the significance of our proposed method.
AbstractList This study presents a Fuzzy Multiple Objective Linear Programming Problem (FMOLPP) method to solve the Linear Programming Problem (LPP). Initially Multiple Objective Linear Programming Problem (MOLPP) is solved using Chandra Sen's approach along with various types of mean approaches. Furthermore, FMOLPP is solved using Chandra Sen's approach and various categories of fuzzy mean techniques. The simplex form is used to solve the LPP, where the three-tuple symmetric triangular fuzzy number with the constraints of the fuzzy objective function is considered. We have presented a comparative study of optimum values of MOLPP with optimum values of FMOLPP, to show the significance of our proposed method.
Author Nandhini, S
Junaid Basha, M
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SubjectTerms deffuzification mean of maxima (mom)
fuzzy mean methods
fuzzy molpp
mean techniques
molpp
symmetric triangular fuzzy number
Title A fuzzy based solution to multiple objective LPP
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