This article is concerned with the computational aspect of l₁ regularization problems with a certain class of piecewise linear loss functions. The problem of computing the l₁ regularization path for a ...

This unit gives an overview of methods and algorithms both in linear programming (operational research) and non-linear optimisation. Techniques to be considered include: Linear Programming. Graphical ...