Computational Methods for Modeling of Nonlinear Systems
  • Release Date : 12 February 1967
  • Publisher : Elsevier Science Limited
  • Genre : Mathematics
  • Pages : 322 pages
  • ISBN 13 : 0124708501
Ratings: 4
From 235 Voters
Get This Book

Download or read book entitled Computational Methods for Modeling of Nonlinear Systems by author: Anatoli Torokhti which was release on 12 February 1967 and published by Elsevier Science Limited with total page 322 pages . This book available in PDF, EPUB and Kindle Format. 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

Nonlinear Systems  Vol  1

Nonlinear Systems Vol 1

Author : Victoriano Carmona,Jesús Cuevas-Maraver,Fernando Fernández-Sánchez,Elisabeth García- Medina
Publisher : Springer
Genre : Science
Get Book