Computational Intelligence For Anna University

By Anamitra Deshmukh-Nimbalkar more
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Product Specifications

Publisher Technical Publications All Information Technology books by Technical Publications
ISBN 9789389420999
Author: Anamitra Deshmukh-Nimbalkar
Number of Pages 863
Edition First Edition
Available
Available in all digital devices
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Computational Intelligence For Anna University by Anamitra Deshmukh-Nimbalkar
Book Summary:

The importance of Computational Intelligence is well known in various engineering fields. Overwhelming response to my books on various subjects inspired me to write this book. The book is structured to cover the key aspects of the subject Computational Intelligence.

The book uses plain, lucid language to explain fundamentals of this subject. The book provides logical method of explaining various complicated concepts and stepwise methods to explain the important topics. Each chapter is well supported with necessary illustrations, practical examples and solved problems. All the chapters in the book are arranged in a proper sequence that permits each topic to build upon earlier studies. All care has been taken to make students comfortable in understanding the basic concepts of the subject.

Audience of the Book :
This book Useful for IT Engineering students.
Table of Contents:

1. Introduction to Artificial Intelligence

2. Intelligent Agents

3. Problem Solving using AI

4. Problem Solving Strategies

5. Heuristic Search Strategies and Constraint Satisfaction Problems

6. Adversarial Search and Games in AI

7. Knowledge Representation and Prepositional Logic

8. First Order Logic – Predicate Logic

9. Programming in AI using Prolog

10. Knowledge Representation and Ontological Engineering

11. Fuzzy Logic and Temporal Logic

12. Neural Network

13. Probability and Bayesian Theory

14. Learning - A Key Activity of AI Agent

15. Regression & Classification with Linear Models

16. Statistical Learning

17. Reinforcement Learning

18. Intelligence and Applications

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