Abstract In this paper, a surrogate merit function (SMF) is proposed to be evaluated instead of the traditional functions (i.e., penalized weight structure). The standard format conventional needs several expensive trial-and-error tuning processes enhance optimization convergence quality, retuning for different structural model configurations, and final manual local search in case converges inf...