J. A. Lozano

Addressing Combinatorial Optimization with Estimation of Distribution Algorithms Based on Diffusion Models

The results show that diffusion-based EDAs can outperform classical EDAs based on probabilistic graphical models and contemporary neural-network-based EDAs, particularly on problems with complex variable interactions.