A Single Valued Neutrosophic Extension of the Simple WISP Method

Stanujkic, Dragisa; Karabasevic, Darjan; Popovic, Gabrijela; Smarandache, Florentin; Stanimirović, Predrag S.; Saračević, Muzafer; Katsikis, Vasilios N.

doi:10.15388/22-INFOR483

Informatica

A Single Valued Neutrosophic Extension of the Simple WISP Method

Volume 33, Issue 3 (2022), pp. 635–651

Dragisa Stanujkic

Darjan Karabasevic

Gabrijela Popovic Florentin Smarandache

Predrag S. Stanimirović

Muzafer Saračević

Vasilios N. Katsikis

https://doi.org/10.15388/22-INFOR483

Pub. online: 4 May 2022 Type: Research Article

Open Access

Received
1 November 2021

Accepted
1 April 2022

Published
4 May 2022

Abstract

An extension of the Integrated Simple Weighted Sum Product (WISP) method is presented in this article, customized for the application of single-valued neutrosophic numbers. The extension is suggested to take advantage that the application of neutrosophic sets provides in terms of solving complex decision-making problems, as well as decision-making problems associated with assessments, prediction uncertainty, imprecision, and so on. In addition, an adapted questionnaire and appropriate linguistic variables are also proposed in the article to enable a simpler and more precise collection of respondents’ attitudes using single-valued neutrosophic numbers. An approach for deneutrosophication, i.e. the transformation of a single-valued neutrosophic number into a crisp number is also proposed in the article. Detailed use and characteristics of the presented improvement are shown on an example of the evaluation of rural tourist tours.

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Biographies

Stanujkic Dragisa

https://orcid.org/0000-0002-6846-3074

dstanujkic@tfbor.bg.ac.rs

D. Stanujkic is an associate professor of information technology at the Technical Faculty in Bor, University of Belgrade. He has received his MSc degree in information science and PhD in organizational sciences from the Faculty of Organizational Sciences, University of Belgrade. His current research is focused on decision-making theory, expert systems and intelligent decision support systems.

Karabasevic Darjan

https://orcid.org/0000-0001-5308-2503

karabasevic@mef.edu.rs

D. Karabasevic is an assistant professor at the Faculty of Applied Management, Economics and Finance, University Business Academy in Novi Sad. He obtained his degrees at all the levels of studies (BSc appl. in economics, BSc in economics, academic specialization in the management of business information systems and PhD in management and business) at the Faculty of Management in Zajecar, John Naisbitt University, Belgrade. His current research is focused on the human resource management, management and decision-making theory.

Popovic Gabrijela

gabrijela.popovic@mef.edu.rs

G. Popovic is a an associate professor of management at the Faculty of Applied Management, Economics and Finance, Belgrade, University Business Academy in Novi Sad. She obtained her MSc and PhD degree at the Faculty of Management in Zajecar, John Naisbitt / Megatrend University Belgrade. Her current research is directed towards decision-making theory, management and natural resource management.

Smarandache Florentin

https://orcid.org/0000-0002-5560-5926

fsmarandache@gmail.com

F. Smarandache is a professor of mathematics at the University of New Mexico, USA. He has published many papers and books on neutrosophic set and logic and their applications and has presented to many international conferences. He got his MSc in mathematics and computer science from the University of Craiova, Romania, PhD from the State University of Kishinev, and post-doctoral in applied mathematics from Okayama University of Sciences, Japan.

Stanimirović Predrag S.

https://orcid.org/0000-0003-0655-3741

pecko@pmf.ni.ac.rs

P.S. Stanimirović has accomplished his PhD in computer science at University of Niš, Faculty of Philosophy, Niš, Serbia. He is a full professor at University of Niš, Faculty of Sciences and Mathematics, Departments of Computer Science, Niš, Serbia. He acquired thirty-five years of experience in scientific research in diverse fields of mathematics and computer science, which span multiple branches of numerical linear algebra, recurrent neural networks, linear algebra, symbolic computation, nonlinear optimization, and others. His main research topics include numerical linear algebra, operation research, recurrent neural networks and symbolic computation. Within recent years, he has successfully published over 300 publications in scientific journals, including 5 research monographs, 6 text-books, 5 monographs, and over 80 peer-reviewed research articles published in conference proceedings and book chapters. He is a section editor of the scientific journals Electronic Research Archive (ERA), Filomat, Facta Universitatis, Series: Mathematics and Informatics and several other journals.

Saračević Muzafer

https://orcid.org/0000-0003-2577-7927

muzafers@uninp.edu.rs

M. Saračević is a professor and a vice-rector for scientific research at the University of Novi Pazar. He graduated in computer sciences (cryptography) at the Faculty of Informatics and Computing in Belgrade, obtained his master’s degree from the University of Kragujevac, Faculty of Technical Sciences, and completed his PhD (computational geometry) at the University of Nis, Faculty of Science and Mathematics (Serbia) in 2013. His research work covers the areas of software engineering and programming, applied mathematics, cryptography, and data protection. He authored and co-authored several university textbooks and over 180 scientific papers printed in international and national journals, and proceedings of international and national scientific conferences.

Katsikis Vasilios N.

https://orcid.org/0000-0002-8208-9656

vaskatsikis@econ.uoa.gr

V.N. Katsikis received the bachelor’s degree in mathematics from the National and Kapodistrian University of Athens, Athens, Greece, in 1997, and the MSc degree in applied mathematics and the PhD degree in mathematics from the National Technical University of Athens, Athens, in 2000 and 2006, respectively. He is currently an associate professor of mathematics and informatics with the Division of Mathematics and Informatics, Department of Economics, National and Kapodistrian University of Athens. His current research interests include neural networks, matrix analysis, linear algebra, and intelligent optimization. His web page is now available at http://scholar.uoa.gr/vaskatsikis.

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Keywords

neutrosophic set single-valued neutrosophic number Simple WISP deneutrosophication MCDM

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