Diffusion-Robust Optimization
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Diffusion-Robust Optimization over Graphs
arXiv:2605.30853v1 Announce Type: cross Abstract: We introduce a diffusion-based uncertainty model for robust optimization on directed graphs, in which perturbations of edge weights propagate along adjacent edges and satisfy conservation constraints at nodes. This topology-aware structure is natural in networked systems where uncertainty is induced by flows and local interactions, including transportation, logistics, communication, and energy networks. We analyze how such diffusive...