Identification, Adaptation, Learning : The Science of Learning Models from Data

Bittanti, Sergio (EDT); Picci, Giorgio (EDT); North Atlantic Treaty Organization. Scientific Affairs Division (COR); NATO Advanced Study Institute From Identification to Learning' (1994 : Como, Italy) (COR)

ISBN 10: 3540610804 / ISBN 13: 9783540610809

Published by Springer, 1996

About this Item

Seller Inventory # 5905711-n

Bibliographic Details

• Title: Identification, Adaptation, Learning : The Science of Learning Models from Data
• Publisher: Springer
• Publication Date: 1996
• Language: English
• ISBN 10: 3540610804
• ISBN 13: 9783540610809
• Binding: Hardcover
• Condition: New

About this title

Synopsis

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.