Stony Brook Algorithm Repository

Numerical Problems

Solving Linear Equations

Bandwidth Reduction

Matrix Multiplication

Determinants and Permanents

Constrained and Unconstrained Optimization

Linear Programming

Random Number Generation

Factoring and Primality Testing

Arbitrary-Precision Arithmetic

Knapsack Problem

Discrete Fourier Transform

Recommended Books

Numerical Recipes in C by William H. Press, Saul A. Teukolsky, William T. Vetterling, and Brian P. Flannery Elementary Numerical computing with Mathematica by R. Skeel and J. Keiper Numerical Methods for Scientists and Engineers by R. Hamming
Numerical Methods for Engineers by S. Chapra and R. Canale Java Number Cruncher: The Java Programmer's Guide to Numerical Computing by R. Mak Numerical methods and analysis by J. Buchanan and P. Turner
Numerical Mathematics and Computing by W. Cheney and D. Kincaid Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics by Justin Solomon Numerical Methods for Scientists and Engineers by R. W. Hamming
Numerical Methods: Design, Analysis, and Computer Implementation of Algorithms by Anne Greenbaum and Timothy P. Chartier Numerical Algorithms with C by Giesela Engeln-Müllges and Frank Uhlig Matrix Algebra: Theory, Computations and Applications in Statistics by James E. Gentle
Numerical Methods, Third Edition: Using MATLAB by George Lindfield and John Penny

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