Bi-Level Multi-Objective Production Planning Problem with Multi-Choice Parameters: A Fuzzy Goal Programming Algorithm

This paper deals with the modeling and optimization of a bi-level multi-objective production planning problem, where some of the coefficients of objective functions and parameters of constraints are multi-choice. A general transformation technique based on a binary variable has been used to transfor...

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Veröffentlicht in:Algorithms Jg. 12; H. 7; S. 143
Hauptverfasser: Kamal, Murshid, Gupta, Srikant, Chatterjee, Prasenjit, Pamucar, Dragan, Stevic, Zeljko
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.07.2019
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ISSN:1999-4893, 1999-4893
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Abstract This paper deals with the modeling and optimization of a bi-level multi-objective production planning problem, where some of the coefficients of objective functions and parameters of constraints are multi-choice. A general transformation technique based on a binary variable has been used to transform the multi-choices parameters of the problem into their equivalent deterministic form. Finally, two different types of secularization technique have been used to achieve the maximum degree of individually membership goals by minimizing their deviational variables and obtained the most satisfactory solution of the formulated problem. An illustrative real case study of production planning has been discussed and, also compared to validate the efficiency and usefulness of the proposed work.
AbstractList This paper deals with the modeling and optimization of a bi-level multi-objective production planning problem, where some of the coefficients of objective functions and parameters of constraints are multi-choice. A general transformation technique based on a binary variable has been used to transform the multi-choices parameters of the problem into their equivalent deterministic form. Finally, two different types of secularization technique have been used to achieve the maximum degree of individually membership goals by minimizing their deviational variables and obtained the most satisfactory solution of the formulated problem. An illustrative real case study of production planning has been discussed and, also compared to validate the efficiency and usefulness of the proposed work.
Author Gupta, Srikant
Chatterjee, Prasenjit
Stevic, Zeljko
Pamucar, Dragan
Kamal, Murshid
Author_xml – sequence: 1
  givenname: Murshid
  surname: Kamal
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  givenname: Srikant
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  surname: Gupta
  fullname: Gupta, Srikant
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  givenname: Prasenjit
  surname: Chatterjee
  fullname: Chatterjee, Prasenjit
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  givenname: Dragan
  orcidid: 0000-0001-8522-1942
  surname: Pamucar
  fullname: Pamucar, Dragan
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  givenname: Zeljko
  orcidid: 0000-0003-4452-5768
  surname: Stevic
  fullname: Stevic, Zeljko
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StartPage 143
SubjectTerms Algorithms
bi-level programming
Decision making
fuzzy goal programming
Goal programming
Integer programming
Linear programming
Mathematical programming
multi-choice parameter
multi-objective programming
Optimization
Optimization techniques
Parameters
Production planning
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Title Bi-Level Multi-Objective Production Planning Problem with Multi-Choice Parameters: A Fuzzy Goal Programming Algorithm
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