The problem of computing the l₁ regularization path for a piecewise linear loss can be formalized as a parametric linear programming problem. We propose an efficient implementation method of the ...

Tests of the method as well as an extension of the method for solving integer linear programming problems are also described. Management Science is a cross-functional, multidisciplinary examination of ...

Learn what are transportation problems, how to solve them using linear programming and the simplex method, and what are the benefits and drawbacks of this technique.

Abstract: Artificial neural networks for solving different variants of linear programming problems are proposed and analyzed by the Lyapunov direct method. An energy function with an exact penalty ...

Opinion: Linear programming offers a better way of solving problems.

The death of mathematician George Dantzig is a scientific watershed. Dantzig developed "linear programming" and the simplex method, used to solve complex efficiency problems for large ...