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

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. This book covers a wide range of to...

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Bibliographic Details
Main Author: Li, Haksun
Format: eBook Book
Language:English
Published: Berkeley, CA Apress, an imprint of Springer Nature 2022
Apress
Apress L. P
Edition:1
Subjects:
Big Data
Computer algorithms
Computer Science
COMPUTERS
General Engineering & Project Administration
General References
Information technology
Java (Computer program language)
Professional and Applied Computing
Professional Computing
Programming (Mathematics)
Programming Languages
Software Engineering
ISBN:1484267966, 9781484267967, 9781484267974, 1484267974
Online Access:Get full text
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Summary: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. This book 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.
ISBN:1484267966
9781484267967
9781484267974
1484267974
DOI:10.1007/978-1-4842-6797-4