DEVOLDER, Olivier; GLINEUR, François; NESTEROV, Yurii - Center for Operations Research and Econometrics (CORE), … - 2010
In this paper, we solve a class of convex infinite-dimensional optimization problems using a numerical approximation method that does not rely on discretization. Instead, we restrict the decision variable to a sequence of finite-dimensional linear subspaces of the original infinite-dimensional...