Solving fully neutrosophic linear programming problem with application to stock portfolio selection

Neutrosophic set is considered as a generalized of crisp set, fuzzy set, and intuitionistic fuzzy set for representing the uncertainty, inconsistency, and incomplete knowledge about the real world problems. In this paper, a neutrosophic linear programming (NLP) problem with single-valued trapezoidal...

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Main Authors: Hamiden Abd El-Wahed Khalifa, Pavan Kumar
Format: Article
Language:English
Published: Croatian Operational Research Society 2020-01-01
Series:Croatian Operational Research Review
Subjects:
Online Access:https://hrcak.srce.hr/file/361230
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author Hamiden Abd El-Wahed Khalifa
Pavan Kumar
author_facet Hamiden Abd El-Wahed Khalifa
Pavan Kumar
author_sort Hamiden Abd El-Wahed Khalifa
collection DOAJ
description Neutrosophic set is considered as a generalized of crisp set, fuzzy set, and intuitionistic fuzzy set for representing the uncertainty, inconsistency, and incomplete knowledge about the real world problems. In this paper, a neutrosophic linear programming (NLP) problem with single-valued trapezoidal neutrosophic numbers is formulated and solved. A new method based on the so-called score function to find the neutrosophic optimal solution of fully neutrosophic linear programming (FNLP) problem is proposed. This method is more flexible than the linear programming (LP) problem, where it allows the decision maker to choose the preference he is willing to take. A stock portfolio problem is introduced as an application. Also, a numerical example is given to illustrate the utility and practically of the method.
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spelling doaj.art-0f4c46b5f6ef48e7b1b97e7a03ffa2c92024-04-15T16:33:01ZengCroatian Operational Research SocietyCroatian Operational Research Review1848-02251848-99312020-01-0111216517610.17535/crorr.2020.0014Solving fully neutrosophic linear programming problem with application to stock portfolio selectionHamiden Abd El-Wahed Khalifa0Pavan Kumar1Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, EgyptSchool of Advanced Science and Languages, VIT Bhopal University Sehore, IndiaNeutrosophic set is considered as a generalized of crisp set, fuzzy set, and intuitionistic fuzzy set for representing the uncertainty, inconsistency, and incomplete knowledge about the real world problems. In this paper, a neutrosophic linear programming (NLP) problem with single-valued trapezoidal neutrosophic numbers is formulated and solved. A new method based on the so-called score function to find the neutrosophic optimal solution of fully neutrosophic linear programming (FNLP) problem is proposed. This method is more flexible than the linear programming (LP) problem, where it allows the decision maker to choose the preference he is willing to take. A stock portfolio problem is introduced as an application. Also, a numerical example is given to illustrate the utility and practically of the method.https://hrcak.srce.hr/file/361230linear programmingneutrosophic programmingsingle-valued trapezoidal neutrosophic numbersscore functionstock profit
spellingShingle Hamiden Abd El-Wahed Khalifa
Pavan Kumar
Solving fully neutrosophic linear programming problem with application to stock portfolio selection
Croatian Operational Research Review
linear programming
neutrosophic programming
single-valued trapezoidal neutrosophic numbers
score function
stock profit
title Solving fully neutrosophic linear programming problem with application to stock portfolio selection
title_full Solving fully neutrosophic linear programming problem with application to stock portfolio selection
title_fullStr Solving fully neutrosophic linear programming problem with application to stock portfolio selection
title_full_unstemmed Solving fully neutrosophic linear programming problem with application to stock portfolio selection
title_short Solving fully neutrosophic linear programming problem with application to stock portfolio selection
title_sort solving fully neutrosophic linear programming problem with application to stock portfolio selection
topic linear programming
neutrosophic programming
single-valued trapezoidal neutrosophic numbers
score function
stock profit
url https://hrcak.srce.hr/file/361230
work_keys_str_mv AT hamidenabdelwahedkhalifa solvingfullyneutrosophiclinearprogrammingproblemwithapplicationtostockportfolioselection
AT pavankumar solvingfullyneutrosophiclinearprogrammingproblemwithapplicationtostockportfolioselection