This paper proposes the binary comprehensive learning particle swarm optimization (BCLPSO) method to determine the optimal design for nonlinear steel structures. adopting standard member sizes. The design complies with the AISC-LRFD standard specifications. Moreover. https://www.socialstudiesscholar.com/