A method for optimizing solar power tower systems is proposed, in which the heliostats location and size are simultaneously considered. Maximizing the efficiency of the plant, i.e., optimizing the energy generated per unit cost, leads to a difficult high dimensional global optimization problem with an objective function hard to compute and non convex constraints as well. The optimization problem and a greedy-based heuristic procedure to solve the problem will be described.