Numerical data fitting in dynamical systems. A practical introduction with applications and software. With CD-ROM
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.
scientific article; zbMATH DE number 1868608
scientific article