A natural optimization model that formulates many online resource allocation problems is the online linear programming (LP) problem in which the constraint matrix is revealed column by column along ...

Successive Linear Programming (SLP) algorithms solve nonlinear optimization problems via a sequence of linear programs. They have been widely used, particularly in the oil and chemical industries, ...

Mathematical programming with vanishing constraints (MPVC): A class of optimisation problems where certain constraints may become inactive (vanish) depending on the values of the decision ...