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Paradigms of Artificial Intelligence Programming

Paradigms of AI Programming is the first text to teach advanced Common Lisp techniques in the context of building major AI systems. By reconstructing authentic, complex AI programs using state-of-the-art Common Lisp, the book teaches students and professionals how to build and debug robust practical programs, while demonstrating superior programming style and important AI concepts. The author strongly emphasizes the practical performance issues involved in writing real working programs of significant size. Chapters on troubleshooting and efficiency are included, along with a discussion of the fundamentals of object-oriented programming and a description of the main CLOS functions. This volume is an excellent text for a course on AI programming, a useful supplement for general AI courses and an indispensable reference for the professional programmer.

Table of Contents
Part I: Introduction to Common Lisp
Chapter 1. Introduction to Lisp
Chapter 2. A Simple Lisp Program
Chapter 3. Overview of Lisp

Part II: Early AI Programs
Chapter 4. GPS: The General problem Solver
Chapter 5. Eliza: Dialog with a Machine
Chapter 6. Building Software Tools
Chapter 7. Student: Solving Algebra Word Problems
Chapter 8. Symbolic Mathematics: A Simplification Program

Part III: Tools and Techniques
Chapter 9. Efficiency Issues
Chapter 10. Low-Level Efficiency Issues
Chapter 11. Logic Programming
Chapter 12. Compiling Logic programs
Chapter 13. Object-Oriented Programming
Chapter 14. Knowledge Representation and Reasoning

Part IV: Advanced AI Programs
Chapter 15. Symbolic Mathematics with Canonical Forms
Chapter 16. Expert Systems
Chapter 17. Line-Diagram Labeling by Constraint Satisfaction
Chapter 18. Search and the Game of Othello
Chapter 19. Introduction to Natural Language
Chapter 20. Unification Grammars
Chapter 21. A Grammar of English

Part V: The Rest of Lisp
Chapter 22. Scheme: An Uncommon Lisp
Chapter 23. Compiling Lisp
Chapter 24. ANSI Common Lisp
Chapter 25. Troubleshooting

Book Details

  • Paperback: 946 pages
  • Publisher: Morgan Kaufmann (October 1991)
  • Language: English
  • ISBN-10: 1558601910
  • ISBN-13: 978-1558601918
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