Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain - Hardcover
Inhaltsangabe
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.
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Amit Konar (Jadavpur University, Calcutta, India)
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Artificial Intelligence and Soft Computing Behavioral and Cognitive Modeling of the Human Brain
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Hardcover. Zustand: Good+. Zustand des Schutzumschlags: No Dust Jacket. All CDs included and in good condition. Foxing to exterior edge of pages. - Great overall condition. Minor cosmetic wear. No noteworthy blemishes. No writing.; - We're committed to your satisfaction. We offer free returns and respond promptly to all inquiries. Your item will be carefully wrapped in bubble wrap and securely boxed. All orders ship on the same or next business day. Buy with confidence. Artikel-Nr. HVD-26010-A-0
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Konar, A: Artificial Intelligence and Soft Computing
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Gebunden. Zustand: New. Amit Konar (Jadavpur University, Calcutta, India)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, the. Artikel-Nr. 595091881
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Artificial Intelligence and Soft Computing : Behavioral and Cognitive Modeling of the Human Brain
Verlag:
Taylor & Francis Inc Dez 1999, 1999
ISBN 10: 0849313856
ISBN 13: 9780849313851
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Buch. Zustand: Neu. Neuware - Artificial Intelligence and Soft Computing 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. This book 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. TOC:Introduction to AI and Soft Computing.- The Psychological Perspective of Cognition.- Production Systems.- Search and Problem Solving.- The Logic of Propositions and Predicates.- Elements of Logic Programming.- Default and Non-Monotonic Logics.- Structured Approach to Knowledge Representation and Reasoning.- Dealing with Imprecision and Uncertainty.- Structured Approach to Fuzzy Reasoning.- Reasoning with Space and Time.- Intelligent Planning.- Machine Learning.- Machine Learning Using Neural Nets.- Genetic Algorithms.- Realising Cognition with Fuzzy Neural Nets.- Visual Perception.- Linguistic Perception.- Problem Solving By Constraint Satisfaction.- Acquisition of Knowledge.- Verification, Validation and Maintenance Issues.- Parallel and Distributed Architecture for Intelligent Systems.- Case Study I : Building a System for Criminal Investigation.- Case Study II : Building a System for Navigational Planning of Robots.- Appendix: How to use the diskette Subject index.- Author index. Artikel-Nr. 9780849313851
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