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Neuro-Fuzzy Architectures and Hybrid Learning - Danuta Rutkowska
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Danuta Rutkowska:
Neuro-Fuzzy Architectures and Hybrid Learning - new book

ISBN: 9783790825008

ID: 978379082500

The advent of the computer age has set in motion a profound shift in our perception of science -its structure, its aims and its evolution. Traditionally, the principal domains of science were, and are, considered to be mathe­ matics, physics, chemistry, biology, astronomy and related disciplines. But today, and to an increasing extent, scientific progress is being driven by a quest for machine intelligence - for systems which possess a high MIQ (Machine IQ) and can perform a wide variety of physical and mental tasks with minimal human intervention. The role model for intelligent systems is the human mind. The influ­ ence of the human mind as a role model is clearly visible in the methodolo­ gies which have emerged, mainly during the past two decades, for the con­ ception, design and utilization of intelligent systems. At the center of these methodologies are fuzzy logic (FL); neurocomputing (NC); evolutionary computing (EC); probabilistic computing (PC); chaotic computing (CC); and machine learning (ML). Collectively, these methodologies constitute what is called soft computing (SC). In this perspective, soft computing is basically a coalition of methodologies which collectively provide a body of concepts and techniques for automation of reasoning and decision-making in an environment of imprecision, uncertainty and partial truth. Danuta Rutkowska, Books, Computers, Neuro-Fuzzy Architectures and Hybrid Learning Books>Computers, Springer-Verlag/Sci-Tech/Trade

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Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Danuta Rutkowska
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Danuta Rutkowska:
Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Paperback

2010, ISBN: 379082500X

Taschenbuch, [EAN: 9783790825008], Physica, Physica, Book, [PU: Physica], 2010-10-21, Physica, Neuro-Fuzzy Architectures and Hybrid Learning The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words., 63355011, Künstliche Intelligenz, 63336011, Informatik, 62991011, Computer & Internet, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56535011, Medizin, 56547011, Alternativ & Ganzheitlich, 56636011, Arzt & Patient, 56601011, Bildung & Schulungen, 56767011, Fachberufe im Gesundheitswesen, 56698011, Fachgebiete, 56659011, Forschung, 56651011, Fortpflanzung & Sexualität, 56778011, Geburtshilfe, 56558011, Grundlagen, 56740011, Innere Medizin, 56604011, Krankenpflege, 56589011, Krankheiten, 56645011, Nachschlagewerke, 56687011, Pharmakologie, 56692011, Sonderthemen, 56536011, Verwaltung & Richtlinien, 56661011, Veterinärmedizin, 56570011, Zahnmedizin, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Neuro-Fuzzy Architectures and Hybrid Learning - Danuta Rutkowska
book is out-of-stock
(*)
Danuta Rutkowska:
Neuro-Fuzzy Architectures and Hybrid Learning - new book

ISBN: 9783790825008

ID: 978379082500

The advent of the computer age has set in motion a profound shift in our perception of science -its structure, its aims and its evolution. Traditionally, the principal domains of science were, and are, considered to be mathe matics, physics, chemistry, biology, astronomy and related disciplines. But today, and to an increasing extent, scientific progress is being driven by a quest for machine intelligence - for systems which possess a high MIQ (Machine IQ) and can perform a wide variety of physical and mental tasks with minimal human intervention. The role model for intelligent systems is the human mind. The influ ence of the human mind as a role model is clearly visible in the methodolo gies which have emerged, mainly during the past two decades, for the con ception, design and utilization of intelligent systems. At the center of these methodologies are fuzzy logic (FL); neurocomputing (NC); evolutionary computing (EC); probabilistic computing (PC); chaotic computing (CC); and machine learning (ML). Collectively, these methodologies constitute what is called soft computing (SC). In this perspective, soft computing is basically a coalition of methodologies which collectively provide a body of concepts and techniques for automation of reasoning and decision-making in an environment of imprecision, uncertainty and partial truth. Danuta Rutkowska, Books, Computers, Neuro-Fuzzy Architectures and Hybrid Learning Books>Computers, Springer-Verlag/Sci-Tech/Trade

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Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Danuta Rutkowska
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Danuta Rutkowska:
Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Paperback

2010, ISBN: 379082500X

Paperback, [EAN: 9783790825008], Physica, Physica, Book, [PU: Physica], 2010-10-21, Physica, Neuro-Fuzzy Architectures and Hybrid Learning The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words., 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 270767, Medical & Healthcare Practitioners, 270768, Ancillary Services, 270792, Basic Medical Science, 276871, Encyclopaedias, 270842, Internal Medicine, 270893, Nursing, 270906, Other Branches of Medicine, 270952, Surgery, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 278168, Robotics, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books

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Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Danuta Rutkowska
book is out-of-stock
(*)
Danuta Rutkowska:
Neuro-Fuzzy Architectures and Hybrid Learning (Studies in Fuzziness and Soft Computing) - Paperback

2010, ISBN: 379082500X

Paperback, [EAN: 9783790825008], Physica, Physica, Book, [PU: Physica], 2010-10-21, Physica, Neuro-Fuzzy Architectures and Hybrid Learning The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words., 404260, Artificial Intelligence, 269265, Computer Science, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 270767, Medical & Healthcare Practitioners, 270768, Ancillary Services, 270792, Basic Medical Science, 276871, Encyclopaedias, 270842, Internal Medicine, 270893, Nursing, 270906, Other Branches of Medicine, 270952, Surgery, 74, Health, Family & Lifestyle, 1025612, Subjects, 266239, Books, 278168, Robotics, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books

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Details of the book
Neuro-Fuzzy Architectures and Hybrid Learning

The main idea of this book is to present novel connectionist architectures of neuro-fuzzy systems, especially those based on the logical approach to fuzzy inference. In addition, hybrid learning methods are proposed to train the networks. The neuro-fuzzy architectures plus hybrid learning are considered as intelligent systems within the framework of computational and artificial intelligence. The book also provides an overview of fuzzy sets and systems, neural networks, learning algorithms (including genetic algorithms and clustering methods), as well as expert systems and perception-based systems which incorporates computing with words.

Details of the book - Neuro-Fuzzy Architectures and Hybrid Learning


EAN (ISBN-13): 9783790825008
ISBN (ISBN-10): 379082500X
Hardcover
Paperback
Publishing year: 2010
Publisher: Physica Verlag
304 Pages
Weight: 0,462 kg
Language: eng/Englisch

Book in our database since 29.04.2011 00:11:24
Book found last time on 22.08.2018 22:42:20
ISBN/EAN: 9783790825008

ISBN - alternate spelling:
3-7908-2500-X, 978-3-7908-2500-8


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