Abstract: A robust computer procedure for weight minimization of high-rise portal frames and shear walls under the deflection constraint at various locations is presented. It replaces the conventional tedious and unreliable manual assessment for numerous members. Several practical considerations such as the discreteness of design variables are included in the optimization procedure. The method is readily used in practical optimization design of steel and reinforced concrete structures against the deflection limit.