Finite Difference Computing with Exponential Decay Models

This text provides a very simple, initial introduction to the complete scientific computing pipeline: models, discretization, algorithms, programming, verification, and visualization. The pedagogical strategy is to use one case study – an ordinary differential equation describing exponential decay p...

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Bibliografiset tiedot
Päätekijä: Langtangen, Hans Petter (Tekijä)
Yhteisötekijä: SpringerLink (Online service)
Aineistotyyppi: Elektroninen E-kirja
Kieli:englanti
Julkaistu: Cham : Springer International Publishing : Imprint: Springer, 2016.
Sarja:Lecture Notes in Computational Science and Engineering, 110
Aiheet:
Linkit:http://dx.doi.org/10.1007/978-3-319-29439-1
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Yhteenveto:This text provides a very simple, initial introduction to the complete scientific computing pipeline: models, discretization, algorithms, programming, verification, and visualization. The pedagogical strategy is to use one case study – an ordinary differential equation describing exponential decay processes – to illustrate fundamental concepts in mathematics and computer science. The book is easy to read and only requires a command of one-variable calculus and some very basic knowledge about computer programming. Contrary to similar texts on numerical methods and programming, this text has a much stronger focus on implementation and teaches testing and software engineering in particular. .
Ulkoasu:XIV, 200 p. 29 illus. online resource.
ISBN:9783319294391
ISSN:1439-7358 ;
DOI:10.1007/978-3-319-29439-1
Pääsy:Open Access