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Numerical Data Fitting in Dynamical Systems

Name: Numerical Data Fitting in Dynamical Systems
Brand: Springer Netherlands
SKU: 01415089
Price: 119509 HUF
Availability: InStock
Author: Klaus Schittkowski
ISBN: 9781402010798

A Practical Introduction with Applications and Software

Klaus Schittkowski

Language

English

Book Hardback

Libristo code: 01415089

Publishers Springer Netherlands, November 2002

The main objective of the book is to give an overview of numerical methods to compute parameters of... Full description

Libristo code: 01415089

818 b

119 509 Ft

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The main objective of the book is to give an overview of numerical methods to compute parameters of a dynamical model by a least squares fit of experimental data. The mathematical equations under consideration are explicit model functions or steady state systems in the simplest case, or responses of dynamical systems defined by ordinary differential equations, differential algebraic equations, partial differential equations, and partial differential algebraic equations (1D). Many different mathematical disciplines must be combined to find a solution, for example nonlinear programming, least squares optimization, systems of nonlinear equations, ordinary differential equations, discretization of partial differential equations, sensitivity analysis, automatic differentiation, and statistics.