784
SR1751489301676967e8c16fa6.41297884190848
Numerical Methods Using Java: For Data Science, Analysis, and Engineering
by Haksun Li |
Soft Cover
About the Book
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.
Number of Pages
1186
Language
English
Publishing Year
2022
Publisher
Apress / KP
ISBN No.
9781484285275
