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Taylor Series Approach to Grey Multiobjective Integer linear Fractional Programming Problem and A case study for environmental economic energy dispatch

Article

Last updated: 23 Dec 2024

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Abstract

Abstract
This paper presents the use of a Taylor series for multiobjective integer linear fractional programming problem having grey parameters in the right-side of the constraints (GMOILFP). To deal with the grey parameters in the right-side of the constraints the positioned programming should be used. An equivalent grey multi-objective linear fractional programming problem (GMOLFP) is formulated using Gomory's cutting plane method. The Taylor series, which is a series expansion that a representation of a function, is applied to covert the fractional functions into polynomials. In the proposed approach, a value of each grey parameter is determined and Taylor series approach unified functions by using the weights. Thus, the problem is reduced to a single linear objective with grey parameter in the right side of the constrains. An algorithm for solving GMOILGP problem with grey interval coefficients using positioned programming and Taylor series polynomials is proposed. Numerical example is provided to demonstrate the efficiency and feasibility of the proposed approach. A special case study for handling the environmental economic energy dispatch problem also is included in this paper, the main goal of this problem is to schedule committed generators to meet the load required to minimize the pollution emissions and fuel cost. The model formulation for a special case study problem is presented, the mathematical model will be considered as (GMOLFP) and the problem is solved according to the proposed solution algorithm.

DOI

10.21608/ajnsa.2023.175458.1686

Keywords

Keywords: Multi objective integer linear fractional programming, Grey system, Taylor Series expansions, environmental economic scheme, energy dispatch

Authors

First Name

Omar

Last Name

Saad

MiddleName

-

Affiliation

Department of Mathematics, Faculty of science, Helwan University, Cairo, Egypt.

Email

omarsd@gmail.com

City

Cairo

Orcid

-

First Name

Hanaa

Last Name

Taha

MiddleName

Mohammed Ahmed

Affiliation

Department of Mathematics and Theoretical Physics, Nuclear Research Centre, Egyptian Atomic Energy Authority, Cairo, Egypt.

Email

hanaataha3@yahoo.com

City

Cairo

Orcid

0000-0001-7845-1766

Volume

56

Article Issue

4

Related Issue

42139

Issue Date

2023-07-01

Receive Date

2022-11-18

Publish Date

2023-07-01

Page Start

128

Page End

140

Print ISSN

1110-0451

Online ISSN

2090-4258

Link

https://ajnsa.journals.ekb.eg/article_294747.html

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https://ajnsa.journals.ekb.eg/service?article_code=294747

Order

294,747

Type

Original Article

Type Code

455

Publication Type

Journal

Publication Title

Arab Journal of Nuclear Sciences and Applications

Publication Link

https://ajnsa.journals.ekb.eg/

MainTitle

Taylor Series Approach to Grey Multiobjective Integer linear Fractional Programming Problem and A case study for environmental economic energy dispatch

Details

Type

Article

Created At

23 Dec 2024