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portada Mathematical Principles for Scientific Computing and Visualization
Type
Physical Book
Publisher
Author
Language
English
Pages
294
Format
Paperback
ISBN13
9780367659363
Edition No.
1

Mathematical Principles for Scientific Computing and Visualization

Gerald Farin; Dianne Hansford (Author) · A K Peters Ltd (Ma) · Paperback

Mathematical Principles for Scientific Computing and Visualization - Gerald Farin; Dianne Hansford

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Synopsis "Mathematical Principles for Scientific Computing and Visualization "

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.

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