A central composite design (with 2*2=4 factorial points, 2*2 starpoints and 2 repetitions of central point) was adopted to optimize and model the effect of water/cement ratio (), and walnut shells content () wt.% for concrete mixes used walnut shell for partial replacement of fine aggregate.