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160701 ||| eng |
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|a 9783319294391
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|a Langtangen, Hans Petter
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|a Finite Difference Computing with Exponential Decay Models
|h Elektronische Ressource
|c by Hans Petter Langtangen
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| 250 |
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|a 1st ed. 2016
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2016, 2016
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| 300 |
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|a XIV, 200 p. 29 illus
|b online resource
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| 505 |
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|a Preface -- Algorithms and implementations -- Analysis -- Generalizations -- Models -- Scientific Software Engineering -- References -- Index.
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| 653 |
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|a Software engineering
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| 653 |
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|a Programming Techniques
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| 653 |
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|a Engineering mathematics
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| 653 |
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|a Computer programming
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| 653 |
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|a Software Engineering
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| 653 |
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|a Mathematics / Data processing
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| 653 |
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|a Computational Science and Engineering
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| 653 |
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|a Mathematical physics
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| 653 |
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|a Engineering / Data processing
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| 653 |
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|a Theoretical, Mathematical and Computational Physics
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| 653 |
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|a Mathematical and Computational Engineering Applications
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| 041 |
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7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
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|a Lecture Notes in Computational Science and Engineering
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| 028 |
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|a 10.1007/978-3-319-29439-1
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| 856 |
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|u https://doi.org/10.1007/978-3-319-29439-1?nosfx=y
|x Verlag
|3 Volltext
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|a 003.3
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| 520 |
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|a 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.
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