Mathematical Principles for Scientific Computing and Visualization

Gerald Farin, Dianne Hansford (Autoren)

Buch | Softcover

294 Seiten

2020
CRC Press (Verlag)
978-0-367-65936-3 (ISBN)

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This non-traditional introduction to the mathematics of scientific computation describes the principles behind the major methods, from statistics, applied mathematics, scientific visualization, and elsewhere, in a way that is accessible to a large part of the scientific community. Introductory material includes computational basics, a review of coordinate systems, an introduction to facets (planes and triangle meshes) and an introduction to computer graphics. The scientific computing part of the book covers topics in numerical linear algebra (basics, solving linear system, eigen-problems, SVD, and PCA) and numerical calculus (basics, data fitting, dynamic processes, root finding, and multivariate functions). The visualization component of the book is separated into three parts: empirical data, scalar values over 2D data, and volumes.

Gerald Farin, Dianne Hansford

Mathematical Principles for Scientific Computing and Visualization

Erscheinungsdatum	01.10.2020
Verlagsort	London
Sprache	englisch
Maße	191 x 235 mm
Gewicht	550 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Mathematik
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	0-367-65936-0 / 0367659360
ISBN-13	978-0-367-65936-3 / 9780367659363
Zustand	Neuware