Fundamentals of the New Artificial Intelligence Neural, Evolutionary, Fuzzy and More /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Munakata, Toshinori (Editor)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2008.
• Edition: Second Edition.
• Series: Texts in Computer Science
• Subjects: Computer science.; Data mining.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Pattern Recognition.

Artificial intelligence—broadly defined as the study of making computers perform tasks that require human intelligence—has grown rapidly as a field of research and industrial application in recent years. Whereas traditionally, AI used techniques drawn from symbolic models such as knowledge-based and...

Table of Contents:

• Neural Networks: Fundamentals and the Backpropagation Model
• Neural Networks: Other Models
• Genetic Algorithms and Evolutionary Computing
• Fuzzy Systems
• Rough Sets
• Chaos.