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Naqvi DR, Sachdev G, Ahmad I. Matrix games involving interval-valued hesitant fuzzy linguistic sets and its application to electric vehicles. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2022. [DOI: 10.3233/jifs-222466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Game theory has been successfully applied in a variety of domains to deal with competitive environments between individuals or groups. The matrix games involving fuzzy, interval fuzzy, and intuitionistic fuzzy numbers exclusively examine the numeric components of an issue. However, several researchers have also examined various extensions of conventional game theory, considering the ambiguous situations for payoffs and goals. In many real-life scenarios, qualitative information is often critical in expressing the payoffs of a matrix game. Thus, the present work contributes to the field of matrix games where the payoffs have been quantified via qualitative variables, termed interval-valued hesitant fuzzy linguistic sets. The mathematical formulation and solution concept for matrix games involving interval-valued hesitant fuzzy linguistic numbers is designed by utilizing an aggregation operator supported by linguistic scale function and solving them by employing score function. Finally, the proposed approach is validated by applying it to electric vehicle sales.
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Affiliation(s)
- Deeba R. Naqvi
- Department of Applied Sciences, Maharaja Surajmal Institute of Technology, C-4 Janakpuri, New Delhi, India
- Department of Applied Sciences and Humanities, Indira Gandhi Delhi Technical University for Women, Delhi, India
| | - Geeta Sachdev
- Department of Applied Sciences and Humanities, Indira Gandhi Delhi Technical University for Women, Delhi, India
| | - Izhar Ahmad
- Department of Mathematics, King Fahd University of Petroleum and Minerals, Dahran, Saudi Arabia
- Center for Intelligent Secure Systems, King Fahd University of Petroleum and Minerals, Dahran, Saudi Arabia
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Matrix games with linguistic intuitionistic fuzzy Payoffs : Basic results and solution methods. Artif Intell Rev 2021. [DOI: 10.1007/s10462-021-10014-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Dalman H, Bayram M. Interactive goal programming algorithm with Taylor series and interval type 2 fuzzy numbers. INT J MACH LEARN CYB 2018. [DOI: 10.1007/s13042-018-0835-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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