Data Science and Intelligent Computing Techniques
Advancements and Applications of Fuzzy Soft Sets in Intelligent Computing: A Comprehensive Review
Authors: Nisha Singhal and Ajay Verma
Publishing Date: 05-11-2023
ISBN: 978-81-955020-2-8
Abstract
This comprehensive review article delves into the nuanced realm of fuzzy soft sets in intelligent computing. Fuzzy soft sets, known for their proficiency in managing uncertainty and imprecision, take center stage. The article meticulously explores their robust mathematical foundations and illuminates their indispensability in diverse decision-making scenarios, notably multi-criteria evaluations and group decision-making contexts.Furthermore, it scrutinizes their expansive reach across a multitude of applications, encompassing pivotal domains like pattern recognition, machine learning, as well as image and signal processing. Their prowess extends into critical areas such as optimization and control, data analysis, and knowledge discovery, where their flexibility and adaptability shine. This article goes beyond the confines of standalone methodologies, delving into the integration of fuzzy soft sets with other formidable pillars of intelligent computing, including neural networks and genetic algorithms. It unearths the synergies and synergistic benefits of such integrations. Amidst the enlightening exploration of achievements, the article is not silent about challenges. It candidly identifies hurdles and invites scholarly contemplation on future research directions. In summation, fuzzy soft sets emerge as a powerful and indispensable tool in the arsenal of intelligent computing, offering a versatile framework adept at navigating the complexities of uncertainty. This comprehensive review, meticulously crafted, stands as an invaluable resource, offering insights and guidance to both seasoned researchers and aspiring practitioners navigating the intricate landscape of intelligent computing.
Keywords
Fuzzy Soft Sets, Intelligent Computing, Decision-making, Optimization
Cite as
Nisha Singhal and Ajay Verma, "Advancements and Applications of Fuzzy Soft Sets in Intelligent Computing: A Comprehensive Review", In: Satyasai Jagannath Nanda and Rajendra Prasad Yadav (eds), Data Science and Intelligent Computing Techniques, SCRS, India, 2023, pp. 611-622. https://doi.org/10.56155/978-81-955020-2-8-55