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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: eBook
Language:English
Published: New York, NY Apress 2022
Subjects:
Computer Algorithms / Fast
Algorithms
Programming (mathematics) / Http://id.loc.gov/authorities/subjects/sh85107312
Computer Algorithms / Http://id.loc.gov/authorities/subjects/sh91000149
Programming (mathematics) / Fast
Algorithmes
Programmation (mathématiques)
Algorithms / Aat
Java (computer Program Language) / Fast
Java (langage De Programmation)
Java (computer Program Language) / Http://id.loc.gov/authorities/subjects/sh95008574
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Includes bibliographical references and index
  • 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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