Numerical data fitting in dynamical systems. A practical introduction with applications and software. With CD-ROM
type: Item
instance of: scholarly article
title: Numerical data fitting in dynamical systems. A practical introduction with applications and software. With CD-ROM
zbMATH Open document ID: 1018.65077
published in: Applied Optimization
publication date: 2003-02-13T00:00:00Z
review text: The book is the outcome of the research activities of the author in the area of numerical methods for optimization problems that are needed to compute parameters of a dynamical model by a least square fit. The mathematical configurations that must be provided by the system analyst are defined by ordinary differential equations, differential algebraic equations, or one-dimensional partial differential equations which we can meet in real life phenomena, as in engineering, natural or medical sciences. The mathematical models and data fitting calculations are illustrated by case studies from pharmaceutics, mechanical, electrical, chemical engineering and ecology. The book contains a CD with numerical algorithms presented in the book giving to the reader the opportunity to make applications with algorithms, data, and solution tolerances of the program that run under Windows 95/98/NT4.0/2000.
Mathematics Subject Classification ID: 65K05
Mathematics Subject Classification ID: 65-02
Mathematics Subject Classification ID: 90C30
Mathematics Subject Classification ID: 65L05
Mathematics Subject Classification ID: 65D25
Mathematics Subject Classification ID: 90-02
Mathematics Subject Classification ID: 65L80
Mathematics Subject Classification ID: 65M20
Mathematics Subject Classification ID: 65D10
zbMATH DE Number: 1868608
zbMATH Keywords: dynamical systems
zbMATH Keywords: software
zbMATH Keywords: textbook
zbMATH Keywords: optimization problems
zbMATH Keywords: least square fit
zbMATH Keywords: differential algebraic equations
zbMATH Keywords: data fitting
author: Klaus Schittkowski
reviewed by: Maria Gousidou-Koutita
MaRDI profile type: Publication
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description: scientific article; zbMATH DE number 1868608