Numerical Methods Using Java: For Data Science,Analysis,and Engineering

Numerical Methods Using Java: For Data Science,Analysis,and Engineering
Author: Haksun Li PhD
Publisher Finelybook 出版社: Apress; 1st ed. edition (January 16,2022)
Language 语言: English
Paperback: 1200 pages
ISBN-10: 1484267966
ISBN-13: 9781484267967
Book Description
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 Author: 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