A general strategy to solve such optimization problems of water supply systems can be defined in terms of a balanced combination of: least cost for the layout and size using new components; the reuse or substitution of existing components; and a working system configuration which fulfills all the water demands and the design constraints,whilst guaranteeing, of course, a certain degree of reliability [1,2].