Kniha Numerical Data Fitting in Dynamical Systems Klaus Schittkowski

Numerical Data Fitting in Dynamical Systems

A Practical Introduction with Applications and Software

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
6 845
The main objective of the book is to give an overview of numerical methods to compute parameters of...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2013
Stránek
396
EAN
9781475760507
ISBN
1475760507
Enbook ID
02175366
Vydavatel
Hmotnost
629
Rozměry
155 x 22 x 21

Kompletní popis

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.§

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