Hong-Xu Pei

Data Analytics-Based Evolutionary Algorithm for Structure Topology Optimization with Graph-Based Encoding

This paper proposes a novel graph-based encoding and population initialization strategy tailored for structural topology optimization. While gradient-based methods are widely employed, their practical utility is often hindered by high sensitivity to hyperparameters, the persistence of intermediate densities, and a prop...