A hybrid harmony search is a reliable procedure for optimum buttressed earth-retaining walls. Geometrical dimensions can be reduced compared to usual rules of thumb. The type of fill is the main factor affecting the cost of optimum buttressed walls. Cost-optimum walls are sensitive to the maximum bearing pressure for each type.