Li

Numerical Methods Using Java

For Data Science, Analysis, and Engineering

Apress

ISBN 978-1-4842-6797-4

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Bibliografische Daten

eBook. PDF

2022

XIV, 1186 p. 342 illus..

In englischer Sprache

Umfang: 1186 S.

Verlag: Apress

ISBN: 978-1-4842-6797-4

Produktbeschreibung

Implement numerical algorithms in Java using the NM Dev, an object-oriented and high-performance programming library for mathematics.You'll see how it can help you easily create a solution for your complex engineering problem by quickly putting together classes.

Numerical Methods Using Java covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation and integration, solving differential equations, random numbers and simulation, a whole suite of unconstrained and constrained optimization algorithms, statistics, regression and time series analysis. The mathematical concepts behind the algorithms are clearly explained, with plenty of code examples and illustrations to help even beginners get started.

You will:

  • Program in Java using a high-performance numerical library
  • Learn the mathematics for a wide range of numerical computing algorithms
  • Convert ideas and equations into code
  • Put together algorithms and classes to build your own engineering solution
  • Build solvers for industrial optimization problems
  • Do data analysis using basic and advanced statistics

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