Neuro Fuzzy And Soft Computing | By Jyh-Shing Roger Jang | Revised Edition | Pearson Publication ( English Medium )

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Neuro Fuzzy And Soft Computing | By Jyh-Shing Roger Jang | Revised Edition | Pearson Publication ( English Medium ).

🔍 Book Description

This book is a comprehensive, interdisciplinary guide that combines fuzzy logic, neural networks, genetic algorithms, and probabilistic reasoning into a unified soft computing framework. The text is designed to provide a deep understanding of how these computational techniques work individually and in combination.

The authors place special emphasis on Adaptive Neuro-Fuzzy Inference Systems (ANFIS), enabling readers to learn how to implement neuro-fuzzy models using real-world data. With numerous MATLAB simulations, examples, and exercises, this book is ideal for graduate-level students, researchers, and engineers working in fields like machine learning, artificial intelligence, control systems, and data-driven modeling.

✨ Key Features

Comprehensive Coverage

Covers the fundamentals of fuzzy systems, neural networks, genetic algorithms, and their integration.

ANFIS Framework

Deep insights into Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and how they can model complex functions.

Hands-on MATLAB Exercises

Includes MATLAB code and simulation results for better visualization and practice.

Real-world Applications

Examples span across control systems, decision-making, pattern recognition, and industrial modeling.

Unified Soft Computing Approach

Explains how different AI methods can be hybridized to solve complex nonlinear problems.

Well-structured Learning Path

Includes summaries, solved examples, conceptual questions, and exercises after each chapter.

Interdisciplinary Utility

Useful for students and professionals in electrical engineering, computer science, robotics, and applied AI.

Authoritative Reference

Co-authored by Roger Jang, known for introducing the ANFIS model and widely respected in AI and soft computing.

Intended for use in courses on computational intelligence at either the college senior or first-year graduate level. This text provides the first comprehensive treatment of the methodologies underlying neuro-fuzzy and soft computing, an evolving branch within the scope of computational intelligence. The book places equal emphasis on theoretical aspects of covered methodologies, empirical observations and verifications of various applications in practice.

Search Key - Neuro Fuzzy And Soft Computing | By Jyh-Shing Roger Jang | 1st Edition | Pearson Publication ( English Medium ), Publisher ‏ : ‎ Pearson Education India; 1st edition, Language ‏ : ‎ English, Paperback ‏ : ‎ 640 pages, ISBN-10 ‏ : ‎ 9332549885, ISBN-13 ‏ : ‎ 978-9332549883, Neuro Fuzzy And Soft Computing, Engineering, Computers & Internet, Computer Science Textbooks, Computer Book, New Edition, Latest Edition, English Medium Book, Authentic Guide, Education, Educations, Educational Book, Computer Engineering.

Product Details

SKU / BOOK Code:	Prsn-Nero-Fuzy-&-Soft-Comptng-(E)
Publisher:	Pearson Publication
Author:	Jyh-Shing Roger Jang
Binding Type:	Paperback
No. of Pages:	640
ISBN-10:	9332549885
ISBN-13:	978-9332549883
Edition:	Revised Edition
Language:	English Medium
Publish Year:	2025-06
Weight (g):	2500
Product Condition:	New
Reading Age:	Above 10 Years
Country of Origin:	India
Genre:	Textbooks & Study Guides
Manufacturer:	Pearson Publication
Importer:	Pearson Publication
Packer:	Fullfilled by Supplier

Product Description

Neuro Fuzzy And Soft Computing | By Jyh-Shing Roger Jang | Revised Edition | Pearson Publication ( English Medium ).

🔍 Book Description

This book is a comprehensive, interdisciplinary guide that combines fuzzy logic, neural networks, genetic algorithms, and probabilistic reasoning into a unified soft computing framework. The text is designed to provide a deep understanding of how these computational techniques work individually and in combination.

The authors place special emphasis on Adaptive Neuro-Fuzzy Inference Systems (ANFIS), enabling readers to learn how to implement neuro-fuzzy models using real-world data. With numerous MATLAB simulations, examples, and exercises, this book is ideal for graduate-level students, researchers, and engineers working in fields like machine learning, artificial intelligence, control systems, and data-driven modeling.

✨ Key Features

Comprehensive Coverage

Covers the fundamentals of fuzzy systems, neural networks, genetic algorithms, and their integration.

ANFIS Framework

Deep insights into Adaptive Neuro-Fuzzy Inference Systems (ANFIS) and how they can model complex functions.

Hands-on MATLAB Exercises

Includes MATLAB code and simulation results for better visualization and practice.

Real-world Applications

Examples span across control systems, decision-making, pattern recognition, and industrial modeling.

Unified Soft Computing Approach

Explains how different AI methods can be hybridized to solve complex nonlinear problems.

Well-structured Learning Path

Includes summaries, solved examples, conceptual questions, and exercises after each chapter.

Interdisciplinary Utility

Useful for students and professionals in electrical engineering, computer science, robotics, and applied AI.

Authoritative Reference

Co-authored by Roger Jang, known for introducing the ANFIS model and widely respected in AI and soft computing.

Intended for use in courses on computational intelligence at either the college senior or first-year graduate level. This text provides the first comprehensive treatment of the methodologies underlying neuro-fuzzy and soft computing, an evolving branch within the scope of computational intelligence. The book places equal emphasis on theoretical aspects of covered methodologies, empirical observations and verifications of various applications in practice.

Search Key - Neuro Fuzzy And Soft Computing | By Jyh-Shing Roger Jang | 1st Edition | Pearson Publication ( English Medium ), Publisher ‏ : ‎ Pearson Education India; 1st edition, Language ‏ : ‎ English, Paperback ‏ : ‎ 640 pages, ISBN-10 ‏ : ‎ 9332549885, ISBN-13 ‏ : ‎ 978-9332549883, Neuro Fuzzy And Soft Computing, Engineering, Computers & Internet, Computer Science Textbooks, Computer Book, New Edition, Latest Edition, English Medium Book, Authentic Guide, Education, Educations, Educational Book, Computer Engineering.

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