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Algorithms with JULIA
Clemens Heitzinger (Broschiert, Englisch)
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Beschreibung
This book provides an introduction to modern topics in scientific computing and machine learning, using JULIA to illustrate the efficient implementation of algorithms. In addition to covering fundamental topics, such as optimization and solving systems of equations, it adds to the usual canon of computational science by including more advanced topics of practical importance. In particular, there… is a focus on partial differential equations and systems thereof, which form the basis of many engineering applications. Several chapters also include material on machine learning (artificial neural networks and Bayesian estimation). JULIA is a relatively new programming language which has been developed with scientific and technical computing in mind. Its syntax is similar to other languages in this area, but it has been designed to embrace modern programming concepts. It is open source, and it comes with a compiler and an easy-to-use package system. Aimed at students ofapplied mathematics, computer science, engineering and bioinformatics, the book assumes only a basic knowledge of linear algebra and programming. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
13.12.2023
Sprache
Englisch
EAN
9783031165627
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Clemens Heitzinger
Seitenanzahl
439
Einbandart
Broschiert
Buch Untertitel
Optimization, Machine Learning, and Differential Equations Using the JULIA Language
Autorenporträt
Clemens Heitzinger is Associate Professor at the TU Vienna.
Schlagwörter
scientific computing, technical computing, computational science, Julia programming language, differential equations, optimization, machine learning, programming
Thema-Inhalt
PBKS - Numerische Mathematik
PBK - Mathematische Analysis, allgemein
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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