The Java Programmer'S Guide To Numerical Computing

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Ronald Mak - The Java Programmer'S Guide To Numerical Computing.
In Java Number Cruncher: The Java Programmer's Guide to Numerical Computing author Ronald Mak explains how to spot-and how to avoid-the subtle programming... Lire la suite
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Résumé

In Java Number Cruncher: The Java Programmer's Guide to Numerical Computing author Ronald Mak explains how to spot-and how to avoid-the subtle programming miscues that can cause vexing calculation errors in your applications. An authority on mapping pure math to computer math, he explains how to use the often-overlooked computational features of Java and does so in a clear, non-theoretical style. Without getting lost in mathematical detail, you'll learn: practical numerical algorithms for safely summing numbers, how to find roots of equations, interpolation and approximation, numerical integration, how to solve differential equations, matrix operations, and how to solve sets of simultaneous equations. You'll also enjoy intriguing topics such as searching for patterns in prime numbers, generating random numbers, computing thousands of digits of pi, and creating intricately beautiful fractal images. Java Number Cruncher: The Java Programmer's Guide to Numerical Computing includes: Practical information all Java programmers should know Popular computational algorithms in Java-without excessive mathematical theory; Interactive graphical programs that bring the algorithms to life on the computer screen; Rounding errors, the pitfalls of integer arithmetic, Java's implementation of the IEEE 754 floating-point standard, and more. This book is useful to all Java programmers, especially to those who want to learn about numerical computation, and to developers of scientific, financial, and data analysis applications.

Sommaire

  • WHY GOOD COMPUTATIONS GO BAD
    • Floating-point numbers are not real !
    • How wholesome are the integers ?
    • The floating-point standard
  • ITERATIVE COMPUTATIONS
    • Summing lists of numbers
    • Finding roots
    • Interpolation and approximation
    • Numerical integration
    • Solving differential equations numerically
  • A MATRIX PACKAGE
    • Basic matrix operations
    • Solving systems of linear equations
    • Matrix inversion, determinants, and condition numbers
  • THE JOYS OF COMPUTATION
    • Big numbers
    • Computing pi
    • Generating random numbers
    • Prime numbers
    • Fractals

Caractéristiques

  • Date de parution
    01/01/2003
  • Editeur
  • ISBN
    0-13-046041-9
  • EAN
    9780130460417
  • Présentation
    Broché
  • Nb. de pages
    464 pages
  • Poids
    0.91 Kg
  • Dimensions
    17,8 cm × 23,5 cm × 3,3 cm

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À propos de l'auteur

Biographie de Ronald Mak

Ronald Mak is a senior scientist at the Research Institute for Advanced Computer Science, located at the NASA Ames Research Center in California. He is currently designing Java-based enterprise software for the next Mars rover mission. He has degrees in the mathematical sciences and in computer science from Stanford University. His two previous books were on compiler writing.

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