Artificial Intelligence: A Guide to Intelligent Systems

Michael Negnevitsky

  • 出版商: Addison Wesley
  • 出版日期: 2001-09-15
  • 售價: $950
  • 語言: 英文
  • 頁數: 394
  • 裝訂: Hardcover
  • ISBN: 0201711591
  • ISBN-13: 9780201711592
  • 相關分類: 人工智慧
  • 已過版



Artificial Intelligence: A Guide to Intelligent Systems provides a practical introduction to artificial intelligence that is less mathematically rigorous than other books on the market. Its broad coverage of expert systems, artificial neural networks, fuzzy systems and evolutionary computation shows how intelligent systems work together. Michael Negnevitsky neatly explains the principles, demonstrates how systems are built, what they are useful for and how to choose the right tool for the job. No particular programming language knowledge is assumed and mathematical prerequisites are kept to a minimum

Table of Contents

1. Introduction to Knowledge-based Intelligent Systems.
2. Rule-Based Expert Systems.
3. Uncertainty Management in Rule-Based Expert Systems.
4. Fuzzy Expert Systems.
5. Frame-Based Expert Systems.
6. Artificial Neural Networks.
7. Evolutionary Computation.
8. Hybrid Intelligent Systems.
9. Knowledge Engineering and Data Mining.