Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More... by Toshinori Munakata

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

Features

Cover Type: Hard Cover with 260 pages

Published by: Springer; 2nd ed. edition February 4, 2008

Written in: English

ISBN 10 Number: 184628838X

ISBN 13 Number: 978-1846288388

Book Dimensions: 9.3 x 7.1 x 0.7 inches

Weighs: 1.2 pounds

Product Description

Artificial intelligencebroadly defined as the study of making computers perform tasks that require human intelligencehas 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 logic programming systems, interest has grown in newer paradigms, notably neural networks, genetic algorithms, and fuzzy logic.

The significantly updated second edition of Fundamentals of the New Artificial Intelligence thoroughly covers the most essential and widely employed material pertaining to neural networks, genetic algorithms, fuzzy systems, rough sets, and chaos. In particular, this unique textbook explores the importance of this content for real-world applications. The exposition reveals the core principles, concepts, and technologies in a concise and accessible, easy-to-understand manner, and as a result, prerequisites are minimal: A basic understanding of computer programming and mathematics makes the book suitable for readers coming to this subject for the first time.

Topics and features:

Retains the well-received features of the first edition, yet clarifies and expands on the topic

Features completely new material on simulated annealing, Boltzmann machines, and extended fuzzy if-then rules tables [NEW]

Emphasizes the real-world applications derived from this important area of computer science

Provides easy-to-comprehend descriptions and algorithms

Updates all references, for maximum usefulness to professors, students, and other readers [NEW]

Integrates all material, yet allows each chapter to be used or studied independently

This invaluable text and reference is an authoritative introduction to the subject and is therefore ideal for upper-level undergraduates and graduates studying intelligent computing, soft computing, neural networks, evolutionary computing, and fuzzy systems. In addition, the material is self-contained and therefore valuable to researchers in many related disciplines. Professor Munakata is a leading figure in this field and has given courses on this topic extensively.

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Updated on 6-4-2008.