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. Numerical Methods Using Java covers...

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Bibliographic Details
Main Author Li, Haksun
Format Electronic eBook
LanguageEnglish
Published New York, NY : Apress, [2022]
Subjects
Java (Computer program language)
Computer algorithms.
Programming (Mathematics)
elektronické knihy
electronic books
Online AccessFull text
ISBN1484267974
9781484267974
1484267966
9781484267967
Physical Description1 online resource

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Table of Contents:
  • 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.

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