Design method for topological optimization of stiffening steel plate shear wall based on generative adversarial network

The invention discloses a design method for topological optimization of a stiffened steel plate shear wall based on a generative adversarial network, and the method comprises the steps: S1, giving a steel plate shear wall, constructing a corresponding steel plate shear wall structure, and carrying out the optimization of the structure through a bidirectional progressive structure optimization method, and obtaining an optimized stiffened steel plate shear wall structure; s2, on the basis of the original steel plate shear wall structure in the step S1, obtaining a corresponding steel plate shear wall S, a Mises graph and an ESEDEN graph, and on the basis of the optimized stiffened steel plate shear wall structure in the step S1, obtaining a corresponding steel plate shear wall stiffening rib arrangement graph so as to construct a stiffened steel plate shear wall stiffening rib arrangement sample database; s3, constructing a new transformed and optimized pix2pixHD generative adversarial network model; s4, based