Identification, Adaptation, Learning: The Science of Learning Models from Data: 153 (NATO ASI Subseries F:, 153) - Hardcover
Synopsis
This book offers a tutorial view of recent trends in the science of modelling, adaptation, and learning. The most important modern approaches to identification, namely the stochastic, behavioral, subspace, and frequency domain approaches, are discussed thoroughly. On adaptation, tuning the parameters of a linear model is presented as a cure for uncertainty, and the asymptotics of recursive least squares and self-tuning systems are explained simply after a fully deterministic analysis. For constructing nonlinear models from data, neural networks and wavelets are considered as useful nonlinear tools, and fuzzy logic is presented as a way of coping with qualitative information. A final chapter deals with optimization methods. The book will become an important reference for researchers in the field.
"synopsis" may belong to another edition of this title.
Product Description
Identification, Adaptation, Learning Proceedings of the NATO Advanced Study Institute "From Identification to Learning", held in Como, Italy, August 22 - September 2, 1994.
Synopsis
This book offers a tutorial view of recent trends in the science of modelling, adaptation, and learning. The most important modern approaches to identification, namely the stochastic, behavioral, subspace, and frequency domain approaches, are discussed thoroughly. On adaptation, tuning the parameters of a linear model is presented as a cure for uncertainty, and the asymptotics of recursive least squares and self-tuning systems are explained simply after a fully deterministic analysis. For constructing nonlinear models from data, neural networks and wavelets are considered as useful nonlinear tools, and fuzzy logic is presented as a way of coping with qualitative information. A final chapter deals with optimization methods. The book will become an important reference for researchers in the field.
"About this title" may belong to another edition of this title.
Search results for Identification, Adaptation, Learning: The Science of...
Seller Image
Identification, adaptation, learning. The Science of Learning models from Data. Proceedings of the NATO Advanced Study Institute "From Identification to Learning", held in Como, Italy, August 22 - September 2, 1994. (=NATO ASI Series F: Computer and systems sciences ; Vol. 153).
Seller: Antiquariat Thomas Haker GmbH & Co. KG, Berlin, Germany
Seller rating 5 out of 5 stars
Hardcover/Pappeinband. Condition: Gut. 552 S., With figures. Ex-Libr. Good condition Sprache: Englisch Gewicht in Gramm: 985. Seller Inventory # 518922
Stock Image
Identification, Adaptation, Learning: The Science of Learning Models from Data (NATO ASI Subseries F:, 153)
Seller: Phatpocket Limited, Waltham Abbey, HERTS, United Kingdom
Seller rating 5 out of 5 stars
Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Seller Inventory # Z1-C-044-02106
Buy Used
£ 50.91
£ 10.64 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Identification, Adaptation, Learning : The Science of Learning Models from Data
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 5905711-n
Buy New
£ 181.80
£ 15 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Identification, Adaptation, Learning: The Science of Learning Models from Data (NATO ASI Subseries F:, 153)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783540610809_new
Buy New
£ 189.04
£ 11.98 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Seller Image
Identification, Adaptation, Learning
Published by
Springer Berlin Heidelberg, 1996
ISBN 10: 3540610804
ISBN 13: 9783540610809
New
Hardcover
Seller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Proceedings of the NATO Advanced Study Institute From Identification to Learning , held in Como, Italy, August 22 - September 2, 1994.This book collects the lectures given at the NATO Advanced Study Institute From Identijication to Learning held in Vil. Seller Inventory # 4895479
Buy New
£ 160.26
£ 42.33 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: Over 20 available
Stock Image
Identification, Adaptation, Learning : The Science of Learning Models from Data
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 5905711-n
Seller Image
Identification, Adaptation, Learning | The Science of Learning Models from Data
Print on DemandSeller: preigu, Osnabrück, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Identification, Adaptation, Learning | The Science of Learning Models from Data | Giorgio Picci (u. a.) | Buch | Einband - fest (Hardcover) | Englisch | 1996 | Springer-Verlag GmbH | EAN 9783540610809 | Verantwortliche Person für die EU: Springer Heidelberg, Tiergartenstr. 17, 69121 Heidelberg, buchhandel-buch[at]springer[dot]com | Anbieter: preigu Print on Demand. Seller Inventory # 101677695
Seller Image
Identification, Adaptation, Learning
Published by
Springer Berlin Heidelberg, Springer Berlin Heidelberg Jul 1996, 1996
ISBN 10: 3540610804
ISBN 13: 9783540610809
New
Hardcover
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book collects the lectures given at the NATO Advanced Study Institute From Identijication to Learning held in Villa Olmo, Como, Italy, from August 22 to September 2, 1994. The school was devoted to the themes of Identijication, Adaptation and Learning, as they are currently understood in the Information and Contral engineering community, their development in the last few decades, their inter connections and their applications. These titles describe challenging, exciting and rapidly growing research areas which are of interest both to contral and communication engineers and to statisticians and computer scientists. In accordance with the general goals of the Institute, and notwithstanding the rat her advanced level of the topics discussed, the presentations have been generally kept at a fairly tutorial level. For this reason this book should be valuable to a variety of rearchers and to graduate students interested in the general area of Control, Signals and Information Pracessing. As the goal of the school was to explore a common methodologicalline of reading the issues, the flavor is quite interdisciplinary. We regard this as an original and valuable feature of this book.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 588 pp. Englisch. Seller Inventory # 9783540610809
Seller Image
Identification, Adaptation, Learning : The Science of Learning Models from Data
Published by
Springer Berlin Heidelberg, Springer Berlin Heidelberg, 1996
ISBN 10: 3540610804
ISBN 13: 9783540610809
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book collects the lectures given at the NATO Advanced Study Institute From Identijication to Learning held in Villa Olmo, Como, Italy, from August 22 to September 2, 1994. The school was devoted to the themes of Identijication, Adaptation and Learning, as they are currently understood in the Information and Contral engineering community, their development in the last few decades, their inter connections and their applications. These titles describe challenging, exciting and rapidly growing research areas which are of interest both to contral and communication engineers and to statisticians and computer scientists. In accordance with the general goals of the Institute, and notwithstanding the rat her advanced level of the topics discussed, the presentations have been generally kept at a fairly tutorial level. For this reason this book should be valuable to a variety of rearchers and to graduate students interested in the general area of Control, Signals and Information Pracessing. As the goal of the school was to explore a common methodologicalline of reading the issues, the flavor is quite interdisciplinary. We regard this as an original and valuable feature of this book. Seller Inventory # 9783540610809
Stock Image
Identification, Adaptation, Learning
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 588. Seller Inventory # 263058075