C++ Scientific Programming:computational Recipes at a Higher Level

* Teaches the design of programs for scientific computation in C++
* Introduces unique C++ classes, defines the particular relationships among these classes, and demonstrates their use in a dozen of the most powerful current applications
* Presents a set of practices that allows programmers to embrace the attractive features of C++ without incurring undesired side effects and hidden costs Includes a collection of source code files downloadable from the Wiley ftp site Originally announced as Scientific Program Design: C++ for Native Fortran Writers

Biography

JOHN R. BERRYHILL, PhD, earned his doctorate in physics from the University of Wisconsin-Madison. He has been writing programs and developing data-processing methods for over thirty years. He lives in Austin, Texas.

Table of Contents

Preafce.

Overview.

Vector ad Matrix Basics.

Sparse Matrix Basics.

Conjugate-Gradient Methods.

Triangular Matrices.

Householder Matrix Methods.

Singular Value Decomposition.

Cholesky Decomposition.

Automatic Derivatives.

Constrained Optimization.

Interior-Point Extensions.

LU Factorization.

Complex Arrays.

Fourier Transforms.

References.

Index.

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