Book Details
Format
Hardback or Cased Book
Book Series
Texts in Computational Science and Engineering
ISBN-10
331930254X
ISBN-13
9783319302546
Edition
1st ed. 2016
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
CH
Country of Publication
GB
Publication Date
Jun 10th, 2016
Print length
497 Pages
Weight
986 grams
Dimensions
24.20 x 16.00 x 3.00 cms
Product Classification:
Numerical analysisOptimizationData capture & analysisMathematical theory of computation
Ksh 14,400.00
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This textbook provides and introduction to numerical computing and its applications in science and engineering. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used.
This textbook provides and introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink.
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