Introduction to the Tools of Scientific Computing
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Beschreibung
The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike widely used standard approaches, it does not focus on any particular language but aims to explain the key underlying concepts.
In general, new concepts are first introduced in the particularly user-friendly Python language and then transferred and expanded in various scientific programming environments from C / C ++, Julia and MATLAB to Maple. This includes different approaches to distributed computing.
The fact that different languages are studied and compared also makes the book useful for mathematicians and practitioners trying to decide which programming language to use for which purposes.
The book provides an introduction to common programming tools and methods in numerical mathematics and scientific computing. Unlike widely used standard approaches, it does not focus on any particular language but aims to explain the key underlying concepts.
In general, new concepts are first introduced in the particularly user-friendly Python language and then transferred and expanded in various scientific programming environments from C / C ++, Julia and MATLAB to Maple. This includes different approaches to distributed computing.
The fact that different languages are studied and compared also makes the book useful for mathematicians and practitioners trying to decide which programming language to use for which purposes.
Programming concepts are always introduced in well-known mathematical contexts- Numerical algorithms and applications are used as examples, rather than as main topics Surveys and compares many different languages Didactically, concepts once understood, are then carried over to various other languages - helpful for mathematicians and practitioners who are trying to decide which programming language to use for which purposes
Autor*in
Einar Smith
Themen in »Introduction to the Tools of Scientific Computing«
Python C C++ Julia MATLAB Maple distributed computing OpenMPI OpenMP scientific computing computational science