Ai Application Programming

Tim Jones

364 pages, parution le 10/06/2003

Ajouter à une liste

Indisponible

Résumé

The purpose of this book is to demystify the techniques associated with the field of artificial intelligence. It will cover a wide variety of techniques currently defined as "AI" and show how they can be useful in practical, everyday applications.

Many books on artificial intelligence provide tutorials for AI methods, but their applications are restricted to toy problems that have little relevance in the real world. AI Application Programming covers both the theory and the practical applications to teach developers how to apply AI techniques in their own designs. The book is split by AI subfields (statistical methods, symbolic methods, etc.) to further refine the methods and applications for the reader. Each chapter covers both the theory of the algorithm or the technique under discussion and follows with a practical application of the technique with a detailed discussion of the source code.

Covers cutting edge AI concepts such as neural networks, genetic algorithms, intelligent agents, rules-based systems, ant algorithms, fuzzy logic, unsupervised learning algorithms, and more
Provides practical applications including a personalization application, a rules-based reasoning system, a character trainer for game AI, a Web-based news agent, a fuzzy battery charge controller, a genetic code generator, artificial life simulation, and others
Includes a CD-ROM with complete source code for the applications

The CD-ROM contains a number of useful applications and source code that demonstrate the properties of AI algorithmic techniques and methods(WIN/Linux).

History of AI
Simulated Annealing
Adaptive Resonance Theory
Ant Algorithms
Backpropagation Neural Networks
Genetic Algorithms / Genetic Programming
Neural Network Evolution
Rules-Based Systems
Fuzzy Logic
Hidden Markov Models
Intelligent Agents
AI Today
About the CD

L'auteur - Tim Jones

M. Tim Jones (Longmont, CO) is a successful software engineer and the author of TCP/IP Application Layer Protocols for Embedded Systems and AI Application Programming. His articles have appeared in Dr. Dobbs Journal, Embedded Systems Programming, Developer 2.0, and Embedded Linux Journal.

Caractéristiques techniques

	PAPIER
Éditeur(s)	Charles River Media
Auteur(s)	Tim Jones
Parution	10/06/2003
Nb. de pages	364
Format	18,5 x 23,5
Couverture	Broché
Poids	940g
Intérieur	Noir et Blanc
EAN13	9781584502784