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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.
Autorius: | Hans Petter Langtangen |
Serija: | Lecture Notes in Computational Science and Engineering |
Leidėjas: | Springer Nature Switzerland |
Išleidimo metai: | 2016 |
Knygos puslapių skaičius: | 216 |
ISBN-10: | 3319294385 |
ISBN-13: | 9783319294384 |
Formatas: | 260 x 183 x 18 mm. Knyga kietu viršeliu |
Kalba: | Anglų |
Parašykite atsiliepimą apie „Finite Difference Computing with Exponential Decay Models“