Numerical Methods

By Marshall Hampton

About

This online book was primarily developed from lecture notes for the University of Minnesota Duluth course Math 4810.

CONTENTS

• Introduction
• Roots of Scalar Equations
• Numerical representations and error
• Linear algebra and matrix factorizations
• Interpolation
• Orthogonality, Least-Squares, and the QR Decomposition
• Eigenstuff
• Numerical Differential Equations and Integration
• Multivariate Newton's Method
• The Discrete Fourier and Cosine Transform
• Stochastic processes and randomness
• Appendix on Essential Linear Algebra

License

This work (text, mathematical images, and javascript applets) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Biographical images are from Wikipedia and have their own (similar) licenses.