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Books > Computing & IT > Computer programming > Programming languages
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Introduction to the Tools of Scientific Computing (Hardcover, 2nd ed. 2022)
Loot Price: R1,902
Discovery Miles 19 020
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Introduction to the Tools of Scientific Computing (Hardcover, 2nd ed. 2022)
Series: Texts in Computational Science and Engineering, 25
Expected to ship within 10 - 15 working days
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The book provides an introduction to common programming tools and
methods in numerical mathematics and scientific computing. Unlike
standard approaches, it does not focus on any specific language,
but aims to explain the underlying ideas. Typically, new concepts
are first introduced in the particularly user-friendly Python
language and then transferred and extended in various programming
environments from C/C++, Julia and MATLAB to Maple and Mathematica.
This includes various approaches to distributed computing. By
examining and comparing different languages, the book is also
helpful for mathematicians and practitioners in deciding which
programming language to use for which purposes. At a more advanced
level, special tools for the automated solution of partial
differential equations using the finite element method are
discussed. On a more experimental level, the basic methods of
scientific machine learning in artificial neural networks are
explained and illustrated.
General
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