Artificial intelligence : making a system intelligent

By: Jain, NilakshiMaterial type: TextTextPublisher: New Delhi Wiley 2019Description: 426pISBN: 9788126579945Subject(s): Artificial intelligenceDDC classification: 006.3 JAI Summary: This text explains concept of intelligent systems, techniques from knowledge-based systems, neural networks, fuzzy systems, evolutionary computation, and intelligent agents. The principles behind these techniques have been explained in this book without resorting to complex mathematics. The lack of assumed prior knowledge makes this book ideal for any introductory course in artificial intelligence or intelligent systems design. The contemporary coverage of this book is highly beneficial to advanced students as it facilitates in discovering state-of-the-art techniques, particularly in intelligent agents and knowledge discovery.
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Table of contents:
1. Introduction to artificial intelligence
2. Intelligent agents
3. Problem solving
4. Uninformed search strategies
5. Informed search
6. Adversarial search
7. Constraint satisfaction problem
8. Knowledge and reasoning
9. Predicate logic
10. Representation knowledge using rules
11. Planning and learning
12. Uncertain knowledge and reasoning
13. Natural language processing
14. Expert system
15. Application
16. Cognitive computing
17. Introduction to soft computing and fuzzy logic
18. Artificial neural network

This text explains concept of intelligent systems, techniques from knowledge-based systems, neural networks, fuzzy systems, evolutionary computation, and intelligent agents. The principles behind these techniques have been explained in this book without resorting to complex mathematics. The lack of assumed prior knowledge makes this book ideal for any introductory course in artificial intelligence or intelligent systems design. The contemporary coverage of this book is highly beneficial to advanced students as it facilitates in discovering state-of-the-art techniques, particularly in intelligent agents and knowledge discovery.

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