Advancing AI-Based Biometric Authentication in Multi-Criteria Decision Approach Using Complex Circular Intuitionistic Fuzzy Logic and Dombi Operators DOI Creative Commons

Munazza Amin,

Kifayat Ullah, Maria Akram

et al.

Research Square (Research Square), Journal Year: 2024, Volume and Issue: unknown

Published: June 10, 2024

Abstract In the realm of biometric authentication systems, challenge optimal selection underlies necessity for a sophisticated decision-making framework capable handling inherent uncertainty and complexity. This paper introduces an advanced Multi-Criteria Decision-Making (MCDM) methodology that leverages Artificial Intelligence (AI) Machine Learning (ML) principles, contained within realms Complex Circular Intuitionistic Fuzzy Set (C-CIFS) Dombi Aggregation (DA) Operators. By synthesizing C-CIFS with operators, we propose novel aggregation approach characterized by its capability to properly navigate through aggregate complicated criteria associated systems. Our method, Weighted Average (C-CIFDWA) Geometric (C-CIFDWG) operators are designed enhance decision accuracy effectively managing nuances circular intuitionistic fuzzy information. Through series comparative studies, including exploration radius complex term impacts, our findings illustrate superior performance flexibility proposed against traditional models. The implementation AI-based not only paves way more secure reliable systems but also sets new standard processes in uncertain imprecise environments.

Language: Английский

Similarity and entropy measures for circular intuitionistic fuzzy sets DOI
Nasser Aedh Alreshidi, Zahir Shah, Muhammad Jabir Khan

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2023, Volume and Issue: 131, P. 107786 - 107786

Published: Dec. 29, 2023

Language: Английский

Citations

21
Circular Spherical Fuzzy Sugeno Weber Aggregation Operators: A Novel Uncertain Approach for Adaption a Programming Language for Social Media Platform DOI Creative Commons
Shahzaib Ashraf,

Wania Iqbal,

Shakoor Ahmad

et al.

IEEE Access, Journal Year: 2023, Volume and Issue: 11, P. 124920 - 124941

Published: Jan. 1, 2023

This study's major purpose is to highlight circular spherical fuzzy sets, that happens be a prolongation of sets. The primary this research demonstrate the basic operations and theorems structures (C-SFS), which give an effective way for dealing with data ambiguity. Aggregation operators (AOs) play significant role in decision-making, particularly situations where conflicting interests need taken into account. Sugeno-Weber (SW) t-conorm t-norm are employed C-SFS operating rules. study describes detail fundamental criteria utilizing SW t-norms t-conorms, as well their crucial features. Furthermore, presents fully investigates two novel operators, Sugeno Weber weighted averaging (C-SFSWWA) geometric (C-SFSWWG), distinct applications desired properties. A approach based on C-SFSWWA C-SFSWWG suggested address multiple attribute decision-making (MADM) problems C-SF information. numerical example shows how may used adapt programming language social media platform analytics, followed by comparison its advantages. advised successful, according investigation authenticity study. In reality, recommended aggregation quite useful decision analysis.

Language: Английский

Citations

18
An equidistance index intuitionistic fuzzy c-means clustering algorithm based on local density and membership degree boundary DOI
Qianxia Ma, Xiaomin Zhu,

Xiangkun Zhao

et al.

Applied Intelligence, Journal Year: 2024, Volume and Issue: 54(4), P. 3205 - 3221

Published: Feb. 1, 2024

Language: Английский

Citations

7
An extended EDAS method with circular intuitionistic fuzzy value features and its application to multi-criteria decision-making process DOI
Harish Garg, Mehmet Ünver, Murat Olgun

et al.

Artificial Intelligence Review, Journal Year: 2023, Volume and Issue: 56(S3), P. 3173 - 3204

Published: Sept. 25, 2023

Language: Английский

Citations

15
Circular Pythagorean Fuzzy Hamacher Aggregation Operators With Application in the Assessment of Goldmines DOI Creative Commons
Zeeshan Ali, Miin‐Shen Yang

IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 13070 - 13087

Published: Jan. 1, 2024

The circular Pythagorean fuzzy (Cir-PyF) sets (Cir-PyFs) not only contain the membership and non-membership grades, but also have radius around circle of each element. Cir-PyFSs can cope with many real-life problems. In this paper, we consider Hamacher t-norm t-conorm operational laws for any two Cir-PyF numbers (Cir-PyFNs) describe their exceptional cases such as algebraic Einstein laws. Furthermore, averaging (Cir-PyFHA) operator, ordered (Cir-PyFHOA) geometric (Cir-PyFHG) (Cir-PyFHOG) operator are proposed. Some properties above operators discussed in detail. Moreover, to select simplest best procedure evaluating source gold mines, illustrate application multi-attribute decision-making (MADM) technique based on derived operators. Finally, demonstrate some examples comparing proposed existing methods expand attraction way.

Language: Английский

Citations

5
Circular q-Rung Orthopair Fuzzy Set and Its Algebraic Properties DOI Open Access
Binyamin Yusoff, Adem Kılıçman, Dian Pratama

et al.

Malaysian Journal of Mathematical Sciences, Journal Year: 2023, Volume and Issue: 17(3), P. 363 - 378

Published: Sept. 13, 2023

Circular intuitionistic fuzzy sets (CIFS) are a recent extension of (IFS) that can handle imprecise membership values effectively. However, its representation is limited to the space under interpretation triangle (IFIT). To address this, new generalization CIFS called circular q-rung orthopair (Cq-ROFS) proposed, extending IFIT cover larger imprecision. Several relations and operations, including algebraic operations for Cq-ROFS proposed. In addition, modal operators their properties then investigated.

Language: Английский

Citations

11
A circular intuitionistic fuzzy assignment model with a parameterized scoring rule for multiple criteria assessment methodology DOI
Ting‐Yu Chen

Advanced Engineering Informatics, Journal Year: 2024, Volume and Issue: 61, P. 102479 - 102479

Published: March 19, 2024

Language: Английский

Citations

4
Group decision making using circular intuitionistic fuzzy preference relations DOI
Muhammad Jabir Khan, Weiping Ding, Shu Jiang

et al.

Expert Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 126502 - 126502

Published: Jan. 1, 2025

Language: Английский

Citations

0
Circular intuitionistic fuzzy Hamacher aggregation operators for multi-attribute decision-making DOI Creative Commons
Aliya Fahmi, Aziz Khan,

Zahida Maqbool

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Feb. 15, 2025

Language: Английский

Citations

0
Methodological exploration: CoCoSo integrated Disc q-Rung Orthopair Fuzzy Sets for multi-criteria decision-making in genomic data analysis for personalized medicine DOI
Shahzaib Ashraf, Chiranjibe Jana, Valentina Emilia Bălaş

et al.

Elsevier eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 139 - 155

Published: Jan. 1, 2025

Language: Английский

Citations

0