Fuzzy Logic: As A Foundation of Modern Logic - International Journal of Humanities & Social Science Studies (IJHSSS)

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ISSN: 2349-6959 (Online) 2349-6711 (Print)
ISJN: A4372-3142 (Online) A4372-3143 (Print)
DOI Publisher Id:10.29032
International Journal of Humanities & Social Science Studies (IJHSSS)
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Paper Submission

Volume-X, Issue-VI, November 2024
Fuzzy Logic: As A Foundation of Modern Logic
Dr. Kuheli Biswas, Assistant Professor, Department of Philosophy, University of Kalyani, Kalyani, Nadia, West Bengal, India
Ms. Manisha Rajak, Research Scholar, Department of Philosophy, University of Kalyani, Kalyani, Nadia, West Bengal, India
Dr. Sanjib Kumar Datta, Professor, Department of Mathematics, University of Kalyani, Kalyani, Nadia, West Bengal, India
Received: 20.11.2024
Accepted: 26.11.2024
Published Online: 30.11.2024
Page No: 215-225
DOI: 10.29032/ijhsss.vol.10.issue.06W.022
ABSTRACT
In this paper the authors try to briefly discuss the basic principles of fuzzy sets and fuzzy logic, such as membership functions, fuzzy operators, and defuzzification methods. The authors also explore the applications of fuzzy logic in various fields, including control systems, image processing, natural language processing, and decision making. Additionally,    they examine the advantages and limitations of fuzzy logic, including its ability to handle uncertainty and imprecision, and its potential for creating transparent and interpretable models. Finally, they highlight ongoing research and developments in fuzzy logic, including the integration of fuzzy logic with other formalisms, such as neural networks and evolutionary computing. Moreover, the authors investigate the philosophical basis of fuzzy logic, revealing its connections to philosophical concepts such as vagueness, ambiguity, and partial truth. The authors examine how fuzzy logic challenges classical binary logic and its reliance on crisp sets and absolute truth. They also explore fuzzy logic's relationships with philosophical traditions like pragmatism, intuitionism, and social constructivism. Additionally, they discuss the implications of fuzzy logic for philosophical debates on truth, meaning, and reality. By uncovering the philosophical roots of fuzzy logic, the authors aim to provide a deeper understanding of its theoretical underpinnings and its potential applications in philosophy.
Keywords: Fuzzy logic, Membership functions, Fuzzy operators Defuzzification, Paradox, Modern Logic.
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