AI Application Programming

Second Edition
Author: M. Tim Jones
ISBN #: 1584504218
©2005   Publish Date: 06/03/2005
Binding: PB
Pages: 500
Publisher: Cengage Learning

Price: $59.95

Table of Contents:

History of AI
What is AI?
Strong and Weak AI
The Result of AI
AIs Modern Timeline
Branches of AI
Key Researchers
Philosophical, Moral, and Social Issues
Structure of this Book
2 Pathfinding and the A-Star Algorithm
3 Simulated Annealing
4 Particle Swarm Optimization
5 Introduction to Adaptive Resonance Theory (ART1)
6 Introduction to Classifier Systems
7 Ant Algorithms
8 Introduction to Neural Networks and the Backpropagation
9 Introduction to Reinforcement Learning
10 Introduction to Genetic Algorithms
11 Artificial Life
13 Introduction to Fuzzy Logic
14 Natural Language Processing
15 The Bigram Model
16 Agent-based Software
17 AI Today
References
Resources
Appendix A Exercises and Problems
Appendix B About the CD-ROM

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