International Journal of Fuzzy Systems, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 6, 2025
Language: Английский
International Journal of Fuzzy Systems, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 6, 2025
Language: Английский
International Journal of Intelligent Systems, Journal Year: 2021, Volume and Issue: 37(3), P. 2612 - 2647
Published: Dec. 28, 2021
Uncertainty is often occurred in real-life decision-making problems due to the lack of complete information, imprecise data, and vagueness decision making experts qualitative judgment, thus, crisp values criteria may be insufficient handle such types complex real situations. As extension fuzzy set, intuitionistic set Pythagorean Fermatean Fuzzy Set (FFS) has been demonstrated as a powerful tool uncertainty arisen practical problems. Thus, this study aims introduce an integrated information-based method by combining based on removal effects (MEREC) additive ratio assessment (ARAS) methods with application food waste treatment technology selection problem. By using numbers, suggested approach successfully data uncertain information that occur This consists four phases. First, entropy measure developed for FFS further utilized determining experts' weights. Second, some Heronian mean operators their properties are introduced aggregate information. These can provide us valuable means multicriteria FFSs context. Third, extended MEREC technique originated assess objective weights within Fourth, ARAS combination proposed measure, generalized weighted operator evaluate rank alternatives. To confirm reasonableness practicality methodology, empirical case discussed settings. Further, comparison extant models sensitivity investigation performed validity robustness obtained outcomes.
Language: Английский
Citations
112Reports in Mechanical Engineering, Journal Year: 2022, Volume and Issue: 3(1), P. 318 - 327
Published: June 25, 2022
Picture fuzzy sets (PFSs) are frequently composed of positive, neutral, and negative memberships have the benefit precisely capturing preferences decision makers (DMs). This paper introduces innovative picture aggregation operators (AOs) based on fundamental operations, which a number advantages when dealing with real-world scenarios. Unpredictability fuzziness coexist in decision-making analysis due to complexity environment. ”Picture numbers” (PFNs) outperform ”intuitionistic (IFNs) unclear input. study proposes two (AOs): ”picture hybrid weighted arithmetic geometric (PFHWAGA) operator” ordered (PFHOWAGA) operator.” The proposed current PFN-defined operators. operator is utilised multi-criteria (MCDM) process third-party logistic provider selection.
Language: Английский
Citations
84Engineering Applications of Artificial Intelligence, Journal Year: 2022, Volume and Issue: 116, P. 105401 - 105401
Published: Sept. 16, 2022
Language: Английский
Citations
72Applied Soft Computing, Journal Year: 2023, Volume and Issue: 138, P. 110170 - 110170
Published: March 8, 2023
The benchmarking of agri-food 4.0 supply chain (Agri4SC) falls under the multiple criteria problem in visibility (SCV) and resource integration (SCRI) for improving data analytics capabilities achieving sustainable performance (SP). It is considered a decision-making (MCDM) due to three main concerns, namely, Agri4SC evaluation including SCV, SCRI SP criteria. These have relative importance trade-offs. Despite tremendous efforts over last years, none developed Agri4SCs met all essential Another concern raised uncertainty experts. Thus, contribution this research propose an framework SCV based on extension proposed Fermatean probabilistic hesitant fuzzy sets (FPHFSs) MCDM methods. methodology process divided into six parts. Firstly, decision matrix formulated intersection alternatives cover issues. Secondly, novel FPHFSs are along with their operational laws, score function, accuracy average mean operator weighted operator. FPHFS can encompass more sophisticated uncertain information. Thirdly, zero inconsistency assign weights Fourthly, by opinion method (FPH-FDOSM) used that were evaluated subjectively Fifthly, FPH-FDOSM-based multi attributive ideal-real comparative analysis (MAIRCA) scoring equal probabilities economic, environmental social factors. Lastly, MAIRCA ranking unequal introduced benchmark objectively subcriteria trade-offs amongst identified robustness reliability results tested via sensitivity Spearman's correlation coefficient.
Language: Английский
Citations
57Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 135, P. 108701 - 108701
Published: June 3, 2024
Language: Английский
Citations
25Expert Systems, Journal Year: 2021, Volume and Issue: 38(8)
Published: July 11, 2021
Abstract The multiple attribute decision‐making models are empowered with the support of fuzzy sets such as intuitionistic, q‐rung orthopair, Pythagorean, and picture sets, also neutrosophic etc. These concepts generate varying representation opportunities for decision‐maker's preferences expertise. Pythagorean Fermatean special cases orthopair set when q = 2 3, respectively. From a geometric perspective, latter provides broader domain than former does. In this study, emerging concept is studied in detail three well‐known multi‐attribute evaluation methods, namely SAW, ARAS, VIKOR extended under environment. manner, decision‐makers will have more freedom specifying their preferences, thoughts, expertise, abovementioned decision approaches be able to handle new type data. applicability propositions shown determining best Covid‐19 testing laboratory which an important topic ongoing global health crisis. To validate proposed benchmark analysis covering results existing set‐based TOPSIS, WPM, Yager aggregation operators presented.
Language: Английский
Citations
98Computers & Industrial Engineering, Journal Year: 2022, Volume and Issue: 169, P. 108165 - 108165
Published: April 10, 2022
Language: Английский
Citations
71Information Sciences, Journal Year: 2022, Volume and Issue: 607, P. 1532 - 1549
Published: June 16, 2022
Language: Английский
Citations
69Journal of Ambient Intelligence and Humanized Computing, Journal Year: 2021, Volume and Issue: 14(6), P. 6897 - 6918
Published: Nov. 2, 2021
Language: Английский
Citations
68Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 211, P. 118497 - 118497
Published: Aug. 24, 2022
Language: Английский
Citations
68