Peter Norvig《Paradigms of Artificial Intelligence Programming》-网络科技-文化科教-太极之巅书单号

书刊介绍

内容简介

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.

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