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 conce...
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.</p>
Contents
I: Introduction to Common Lisp
1. Introduction to Lisp
2. A Simple Lisp Program
3. Overview of Lisp
II: Early AI Programs
4. GPS: The General Problem Solver
5. ELIZA: Dialog with a Machine
6. Building Software Tools
7. STUDENT: Solving Algebra Word Problems
8. Symbolic Mathematics: A Simplification Program
III: Tools and Techniques
9. Efficiency Issues
10. Low Level Efficiency Issues
11. Logic Programming
12. Compiling Logic Programs
13. Object-Oriented Programming
14. Knowledge Representation and Reasoning
IV: Advanced AI Programs
15. Symbolic Mathematics with Canonical Form
16. Expert Systems
17. Line-Diagram Labeling by Constraint Satisfaction
The philosophy of Lisp is to provide a small number of special forms to do the things that could not otherwise be done, and then to expect the user to write everthing else as functions (查看原文)
1 有用 Liutos 2013-01-26 10:24:01
Peter Norvig大神用CommonLisp作为实现语言来讲解很多经典AI的例子，例如GPS、符号运算、rule-based系统等等
0 有用 Yuan Mai 2011-05-18 08:36:53
差点给书名骗了，粗粗看了一下，没来得及细读
0 有用 Lucia 2013-01-28 14:36:03
lovely... but no use
0 有用 Marine 2022-03-27 13:42:47
Just like GPS..
0 有用 罗刹剑客 2015-06-13 23:16:19
当年的入门教材之一……这两年统计的东西做的太多了，真想回头重温一下非统计的思路……