Artificial Intelligence in the 21st Century

ISBN-13: 9781936420230 / Angielski / Twarda / 2012 / 850 str.

Danny Kopec; Stephen Lucci

Opis

Artificial Intelligence is a quickly changing field that has gone from theory and promise to delivery and practice in a meteoric way in recent years. This text provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student learning. Advanced topics cover neural nets, genetic algorithms, and complex board games. A companion DVD is included with resources, simulations, and figures from the book. Numerous instructors resources are available upon adoption."

Spis treści

1) History
2) Uninformed Search
3) Informed Search
4) Adversarial Games I
5) Adversarial Games II - Advanced Games
6) Knowledge Representation
7) Logic
8) Production Systems
9) Reasoning Under Uncertainty
10) Expert Systems
11) Neural Computations
12) Evolutionary Computation
13) Natural Language Processing
14) Planning
15) Future of AI

O autorze

Lucci Stephen :

Stephen Lucci holds a Ph.D. from the CUNY Graduate School and currently teaches computer science at The City College of New York. Dr. Lucci has published in the areas of high-performance computing and artificial intelligence.Kopec Danny :

Danny Kopec (Late) taught at Brooklyn College. He authored several books and journal articles and was an International Chess Master.