Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain (Record no. 453305)

MARC details
000 -LEADER
fixed length control field 02171nam a22001457a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780849313851
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3 KON-A
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Amit Konar
245 ## - TITLE STATEMENT
Title Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain
250 ## - EDITION STATEMENT
Edition statement 1
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. CRC Press
Date of publication, distribution, etc. 2008
520 ## - SUMMARY, ETC.
Summary, etc. With all the material available in the field of artificial intelligence (AI) and soft computing-texts, monographs, and journal articles-there remains a serious gap in the literature. Until now, there has been no comprehensive resource accessible to a broad audience yet containing a depth and breadth of information that enables the reader to fully understand and readily apply AI and soft computing concepts. Artificial Intelligence and Soft Computing fills this gap. It presents both the traditional and the modern aspects of AI and soft computing in a clear, insightful, and highly comprehensive style. It provides an in-depth analysis of mathematical models and algorithms and demonstrates their applications in real world problems. Beginning with the behavioral perspective of "human cognition," the text covers the tools and techniques required for its intelligent realization on machines. The author addresses the classical aspects-search, symbolic logic, planning, and machine learning-in detail and includes the latest research in these areas. He introduces the modern aspects of soft computing from first principles and discusses them in a manner that enables a beginner to grasp the subject. He also covers a number of other leading aspects of AI research, including nonmonotonic and spatio-temporal reasoning, knowledge acquisition, and much more. Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain is unique for its diverse content, clear presentation, and overall completeness. It provides a practical, detailed introduction that will prove valuable to computer science practitioners and students as well as to researchers migrating to the subject from other disciplines.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Soft computing. Artificial intelligence. Brain--Computer simulaion.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book

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