Coverart for item
The Resource Extracting knowledge from time series : an introduction to nonlinear empirical modeling, Boris P. Bezruchko, Dmitry A. Smirnov, (electronic book)

Extracting knowledge from time series : an introduction to nonlinear empirical modeling, Boris P. Bezruchko, Dmitry A. Smirnov, (electronic book)

Label
Extracting knowledge from time series : an introduction to nonlinear empirical modeling
Title
Extracting knowledge from time series
Title remainder
an introduction to nonlinear empirical modeling
Statement of responsibility
Boris P. Bezruchko, Dmitry A. Smirnov
Creator
Contributor
Subject
Language
eng
Summary
This book addresses the fundamental question of how to construct mathematical models for the evolution of dynamical systems from experimentally-obtained time series. It places emphasis on chaotic signals and nonlinear modeling and discusses different approaches to the forecast of future system evolution. In particular, it teaches readers how to construct difference and differential model equations depending on the amount of a priori information that is available on the system in addition to the experimental data sets. This book will benefit graduate students and researchers from all natural sc
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Bezruchko, Boris P
Dewey number
003.857
Illustrations
illustrations
Index
index present
LC call number
Q172.5.C45
LC item number
B49 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Smirnov, Dmitry A
Series statement
  • Springer complexity
  • Springer series in synergetics,
http://library.link/vocab/subjectName
  • Chaotic behavior in systems
  • Synergetics
Label
Extracting knowledge from time series : an introduction to nonlinear empirical modeling, Boris P. Bezruchko, Dmitry A. Smirnov, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Springer Complexity; Preface; Introduction; Contents; Some Abbreviations and Notations; Part I Models and Forecast; Chapter 1 The Concept of Model. What is Remarkable in Mathematical Models; Chapter 2 Two Approaches to Modelling and Forecast; Chapter 3 Dynamical (Deterministic) Models of Evolution; Chapter 4 Stochastic Models of Evolution; Part II Modelling from Time Series; Chapter 5 Problem Posing in Modelling from Data Series; Chapter 6 Data Series as a Source for Modelling; Chapter 7 Restoration of Explicit Temporal Dependencies; Chapter 8 Model Equations: Parameter Estimation
Control code
SPR676698613
Dimensions
unknown
Extent
1 online resource (xxi, 405 p.)
Form of item
online
Isbn
9783642126017
Other physical details
ill.
Specific material designation
remote
Label
Extracting knowledge from time series : an introduction to nonlinear empirical modeling, Boris P. Bezruchko, Dmitry A. Smirnov, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Springer Complexity; Preface; Introduction; Contents; Some Abbreviations and Notations; Part I Models and Forecast; Chapter 1 The Concept of Model. What is Remarkable in Mathematical Models; Chapter 2 Two Approaches to Modelling and Forecast; Chapter 3 Dynamical (Deterministic) Models of Evolution; Chapter 4 Stochastic Models of Evolution; Part II Modelling from Time Series; Chapter 5 Problem Posing in Modelling from Data Series; Chapter 6 Data Series as a Source for Modelling; Chapter 7 Restoration of Explicit Temporal Dependencies; Chapter 8 Model Equations: Parameter Estimation
Control code
SPR676698613
Dimensions
unknown
Extent
1 online resource (xxi, 405 p.)
Form of item
online
Isbn
9783642126017
Other physical details
ill.
Specific material designation
remote

Library Locations

Processing Feedback ...