Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett

Released on by Anatoli Torokhti
preview-18

  • Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett Book Detail

  • Author : Anatoli Torokhti
  • Release Date : 2007-04-11
  • Publisher : Elsevier
  • Genre : Mathematics
  • Pages : 413
  • ISBN 13 : 0080475388
  • File Size : 97,97 MB
DOWNLOAD BOOK

Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett by Anatoli Torokhti PDF Summary

Book Description: In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation; methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory. As a result, the book represents a blend of new methods in general computational analysis, and specific, but also generic, techniques for study of systems theory ant its particular branches, such as optimal filtering and information compression. Best operator approximation Non-Lagrange interpolation Generic Karhunen-Loeve transform Generalised low-rank matrix approximation Optimal data compression Optimal nonlinear filtering

Disclaimer: www.yourbookbest.com does not own Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Introduction to Stochastic Control Theory

Introduction to Stochastic Control Theory

File Size : 1,1 MB
Total View : 9922 Views
DOWNLOAD

In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques