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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