Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear ...

The Journal of the Operational Research Society, Vol. 53, No. 10, Special Issue: Applications and Developments in Mathematical Programming (Oct., 2002), pp. 1127-1132 (6 pages) We provide a ...

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 ...