Soft Computing Techniques in Engineering, Health, Mathematical and Social Sciences
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Author: Pradip Debnath, S. A. Mohiuddine
Brand: CRC Press
Edition: 1
Binding: Paperback
Number of Pages: 232
Release Date: 15-07-2021
EAN: 9781032728513
Languages: English
Details:
Soft computing techniques are no longer confined to computer science alone; their applications have expanded into various branches of science, engineering, health, and social sciences. This book offers an in-depth exploration of soft computing techniques in engineering, health, and applied sciences, covering essential methods such as artificial neural networks, fuzzy systems, evolutionary algorithms, and hybrid systems. It also includes important chapters on machine learning and clustering.
The book provides both a survey of existing knowledge and new contributions from researchers, making it a comprehensive resource. Each chapter introduces fundamental concepts before delving into advanced discussions, offering readers a thorough understanding. Whether you're a graduate student, faculty member, or researcher, this book will equip you with valuable tools and techniques to develop your soft computing skills. With minimal prerequisites in undergraduate computation and mathematics, this book is an essential reference for those seeking to expand their knowledge of soft computing across diverse fields.