,

Numerical Methods Using Java

For Data Science, Analysis, and Engineering

Paperback Engels 2022 9781484267967
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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 libraryLearn the mathematics for a wide range of numerical computing algorithmsConvert ideas and equations into codePut together algorithms and classes to build your own engineering solutionBuild solvers for industrial optimization problemsDo data analysis using basic and advanced statisticsWho This Book Is For 

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

Specificaties

ISBN13:9781484267967
Taal:Engels
Bindwijze:paperback
Uitgever:Apress

Lezersrecensies

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Inhoudsopgave

<div>1: Introduction to Numerical Methods in Java.- 2: Linear Algebra.- 3: Finding Roots of Equations.- 4: Finding Roots of Systems of Equations.- 5: Curve Fitting and Interpolation.- 6: Numerical Differentiation and Integration.- 7: Ordinary Differential Equations.- 8: Partial Differential Equations.- 9: Unconstrained Optimization.- 10: Constrained Optimization.- 11: Heuristics.- 12: Basic Statistics.- 13: Random Numbers and Simulation.- 14: Linear Regression.- 15: Time Series Analysis.- References.</div>

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        Numerical Methods Using Java