Numerical Methods Using Java

For Data Science, Analysis, and Engineering

von PhD Li

1186 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Implement numerical algorithms in Java using 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. 

What You Will Learn

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

Who This Book Is For 

Programmers, data scientists, and analysts with prior experience with programming in any language, especially Java. 

• Themen: Informatik und Informationstechnologie Computerprogrammierung und Softwareentwicklung Programmier- und Skriptsprachen, allgemein
• ISBN: 9781484267967
• Sprache: Englisch
• Erscheinungsdatum: 06.01.2022
• Größe: 25.4 x 17.8 cm
• Verlag: APRESS