Clemens Heitzinger

Algorithms with JULIA (eBook, PDF)

Optimization, Machine Learning, and Differential Equations Using the JULIA Language

• Format: PDF

Produktbeschreibung

Includes an in-depth discussion of Julia for the purposes of scientific/technical computing as an open-source alternative for MATLAB

One of the first books about scientific/technical computing using

Julia at a non-trivial application level

Written at an introductory level

Focuses on applications which may be a bit more advanced than what is typically found in books on scientific computing, but which are immediately useful nowadays.

Enables the reader to solve more modern, complicated problems

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 439
• Erscheinungstermin: 12. Dezember 2022
• Englisch
• ISBN-13: 9783031165603
• Artikelnr.: 66932641

Autorenporträt

Clemens Heitzinger is Associate Professor at the TU Vienna.

Inhaltsangabe

An Introduction to the Julia Language.- Functions.- Variables, Constants, Scopes, and Modules.- Built-in Data Structures.- User Defined Data Structures and the Type System.- Control Flow.- Macros.- Arrays and Linear Algebra.- Ordinary Differential Equations.- Partial-Differential Equations.- Global Optimization.- Local Optimization.- Neural Networks.- Bayesian Estimation.

Rezensionen

"The author's writing style is clear and concise, making the book easy to follow and understand. The book also includes useful code snippets and diagrams that help illustrate the concepts and algorithms discussed. ... the book is well-written and an excellent resource for all those interested in learning the Julia language along with its applications. The extensive discussion of algorithms covering a variety of topics makes it a beneficial book for students, teachers, and researchers alike." (Syed Inayatullah, zbMATH 1512.90003, 2023)