Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures
Published in: Advanced Engineering Informatics, 2025
Presents a novel GNN-assisted evolutionary algorithm that integrates a powerful GNN surrogate model with evolutionary algorithms to rapidly optimize RC shear wall structures, significantly reducing computational costs while achieving high-quality design outcomes.
Recommended Citation: Fei, Y.F., Qin, S.Z., Liao, W.J., Guan, H., Lu, X.Z., 2025. Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures. Advanced Engineering Informatics 65, 103129. https://doi.org/10.1016/j.aei.2025.103129
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