Finite Difference Computing with Exponential Decay Models

By:

Hans Petter Langtangen

Format:

Paperback / softback

Series:

Lecture Notes in Computational Science and Engineering

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Description

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.

Author Biography:

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.

Release date Australia

May 30th, 2018

Author

Hans Petter Langtangen

Series

Lecture Notes in Computational Science and Engineering

Pages

200

Edition

Softcover reprint of the original 1st ed. 2016

Audience

Professional & Vocational

Illustrations

29 Illustrations, black and white; XIV, 200 p. 29 illus.

Dimensions

178x254x12

ISBN-13

9783319805733

Product ID

28216157

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