Finite Difference Computing with Exponential Decay Models

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53,49 

Lecture Notes in Computational Science and Engineering 110

ISBN: 3319294385
ISBN 13: 9783319294384
Autor: Langtangen, Hans Petter
Verlag: Springer Verlag GmbH
Umfang: xiv, 200 S., 29 s/w Illustr., 200 p. 29 illus.
Erscheinungsdatum: 12.06.2016
Auflage: 1/2016
Produktform: Gebunden/Hardback
Einband: Gebunden

Easy-to-read mathematics with detailed explanationsDemonstrates the transition of a mathematical problem to well-tested computer code in detailUses modern Python-based programming tools and techniquesIllustrates the computing pipeline: model, method, algorithm, implementation, testing, and visualization.

Artikelnummer: 8954977 Kategorie:

Beschreibung

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.

Autorenporträt

Hans Petter Langtangen is a professor of computer science at the University of Oslo. He has formerly been a professor of mechanics and is now the director of a Norwegian Center of Excellence: "Center for Biomedical Computing", at Simula Research Laboratory. Langtangen has published over 100 scientific publications and written several books, including papers and a bestseller TCSE 6 "A Primer on Scientific Programming with Python", now in its 4th edition. He has also developed open source and commercial software systems for computational sciences.

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E-Mail: juergen.hartmann@springer.com

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