Bøger i Fundamentals of Algorithms serien

Shows how modern matrix methods can be applied in data mining and pattern recognition.

Provides an introduction to the practical treatment of inverse problems by means of numerical methods, with a focus on basic mathematical and computational aspects. To solve inverse problems, the authors demonstrate that insight about them goes hand in hand with algorithms.

This brief book on Newton's method is a user-oriented guide to algorithms and implementation. In just over 100 pages, it shows, via algorithms in pseudocode, in MATLAB, and with several examples, how one can choose an appropriate Newton-type method for a given problem, diagnose problems, and write an efficient solver or apply one written by others.