Mathematical Principles for Scientific Computing and Visualization
Book Details
Format
Hardback or Cased Book
ISBN-10
156881321X
ISBN-13
9781568813219
Publisher
Taylor & Francis Inc
Imprint
A K Peters
Country of Manufacture
US
Country of Publication
GB
Publication Date
Oct 21st, 2008
Print length
294 Pages
Weight
656 grams
Dimensions
19.10 x 24.10 x 2.00 cms
Product Classification:
Applied mathematicsComputer science
Ksh 17,100.00
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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.
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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