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29746

Interactive TOPSIS algorithms for solving multi-level non-linear multi-objective decision-making problems

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Last updated: 22 Jan 2023

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Abstract

Abstract
This paper extended the concept of the technique for order preference by similarity to ideal solution (TOPSIS) to develop a methodology for solving multi-level non-linear multi-objective decision-making (MLN-MODM) problems. Also, two new interactive algorithms are presented for the proposed TOPSIS approach for solving these types of mathematical programming problems. The first proposed interactive TOPSIS algorithm includes the membership functions of the decision variables for each level except the lower level of the multi-level problem. These satisfactory decisions are evaluated separately by solving the corresponding single-level MODM problems. The second proposed interactive TOPSIS algorithm lexicographically solves the MODM problems of the MLN-MOLP problem by taking into consideration the decisions of the MODM problems for the upper levels. Illustrative example is presented in order to show the efficiency and superiority of the proposed approach and the two interactive TOPSIS algorithms.

DOI

10.21608/icmep.2012.29746

Keywords

Multiple objective programming, Multi-level Programming, TOPSIS, Fuzzy programming

Authors

First Name

Ibrahim

Last Name

Baky

MiddleName

A.

Affiliation

Department of Basic Sciences, Faculty of Engineering, Benha University, EL-Qalyoubia - Egypt.

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Volume

6

Article Issue

International Conference on Mathematics and Engineering Physics (ICMEP-6)

Related Issue

5191

Issue Date

2012-05-01

Receive Date

2019-04-07

Publish Date

2012-05-01

Page Start

1

Page End

23

Print ISSN

2636-431X

Online ISSN

2636-4328

Link

https://icmep.journals.ekb.eg/article_29746.html

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https://icmep.journals.ekb.eg/service?article_code=29746

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2

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Original Article

Type Code

830

Publication Type

Journal

Publication Title

The International Conference on Mathematics and Engineering Physics

Publication Link

https://icmep.journals.ekb.eg/

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Article

Created At

22 Jan 2023