{"id":7939,"date":"2026-02-16T17:10:25","date_gmt":"2026-02-16T17:10:25","guid":{"rendered":"https:\/\/jecpublication.com\/?post_type=product&#038;p=7939"},"modified":"2026-02-18T08:01:30","modified_gmt":"2026-02-18T08:01:30","slug":"fuzzy-logic-and-uncertainty-modelling-foundations-methods-and-applications","status":"publish","type":"product","link":"https:\/\/jecpublication.com\/index.php\/product\/fuzzy-logic-and-uncertainty-modelling-foundations-methods-and-applications\/","title":{"rendered":"Fuzzy Logic and Uncertainty Modelling Foundations, Methods, and Applications"},"content":{"rendered":"<p><strong>ISBN:- 978-93-6976-732-8<br \/>\n<\/strong><\/p>\n<p>Author:- Prof. (Dr) Chetan Khemraj<\/p>\n<p><strong>Total Pages:- 170<\/strong><\/p>\n<p>15\/12\/25<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The modern world is characterized by complexity, ambiguity, and uncertainty\u2014elements that<br \/>\ntraditional binary logic systems are ill-equipped to handle. As systems evolve and interact across<br \/>\ndiverse domains like artificial intelligence, engineering, medicine, finance, and social sciences, the<br \/>\nneed for flexible, human-centric, and uncertainty-resilient approaches becomes essential. Fuzzy<br \/>\nLogic and Uncertainty Modelling: Foundations, Methods, and Applications emerges from this very<br \/>\nneed\u2014to provide a comprehensive, structured, and accessible introduction to the field of fuzzy<br \/>\nsystems and their role in modelling uncertainty in real-world systems.<br \/>\nThis book is designed for a diverse audience: from undergraduate and postgraduate students to<br \/>\nacademic researchers and industry professionals. It begins with the theoretical underpinnings of<br \/>\nuncertainty\u2014exploring the limitations of classical logic and the emergence of fuzzy logic as<br \/>\nproposed by Lotfi Zadeh in 1965. From there, it gradually advances to complex formulations such as<br \/>\ntype-2 fuzzy sets, fuzzy neural networks, fuzzy genetic algorithms, fuzzy cognitive maps, and hybrid<br \/>\nmodels combining probability, rough sets, and fuzziness.<br \/>\nThroughout the book, mathematical rigor is balanced with intuitive explanations. Every chapter is<br \/>\nstructured to build foundational knowledge first and then apply that understanding through equations,<br \/>\nreal-world examples, applications, and case studies. Key domains such as image processing,<br \/>\nautonomous vehicles, smart grids, medical diagnosis, NLP, and decision support systems are<br \/>\nexplored in-depth to show how fuzzy logic enables better decisions in ambiguous and dynamic<br \/>\ncontexts.<br \/>\nIn the final sections, the book dives into cutting-edge research areas like quantum fuzzy logic,<br \/>\nexplainable AI (XAI), fuzzy logic in IoT, and ethical implications of fuzzy systems. Practical tools<br \/>\nsuch as Python libraries, benchmark datasets, and open-source frameworks are also discussed to<br \/>\nsupport hands-on implementation.<br \/>\nBy combining foundational theory, modern applications, and interdisciplinary reach, this book<br \/>\naspires to not only educate but also inspire. Readers will leave with a clear understanding of how to<br \/>\nnavigate and model uncertainty using fuzzy logic\u2014not just as a theoretical tool, but as a robust<br \/>\nframework for solving the world\u2019s most intricate and uncertain problems.<\/p>\n","protected":false},"featured_media":7940,"comment_status":"open","ping_status":"closed","template":"","meta":[],"authors":[],"publishers":[],"product_cat":[207],"product_tag":[],"class_list":{"0":"post-7939","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","5":"hentry","6":"product_cat-academic","7":"entry","8":"has-media","10":"owp-thumbs-layout-horizontal","11":"owp-btn-normal","12":"owp-tabs-layout-horizontal","13":"has-no-thumbnails"},"_links":{"self":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product\/7939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/comments?post=7939"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/media\/7940"}],"wp:attachment":[{"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/media?parent=7939"}],"wp:term":[{"taxonomy":"authors","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/authors?post=7939"},{"taxonomy":"publishers","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/publishers?post=7939"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product_cat?post=7939"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/jecpublication.com\/index.php\/wp-json\/wp\/v2\/product_tag?post=7939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}