Showing 2026Show all
2 papers · 1 filter
math.OC2026
Large-Scale Resilience Planning for Wildfire-Prone Electricity-System via Adaptive Robust Optimization
Shuyi Chen, Shixiang Zhu, Ramteen Sioshansi
Wildfire risk poses a growing challenge for electric utilities, as powerline failures can ignite wildfires while large fires can disrupt grid operations. Utilities increasingly rel…
cs.LG2026
Learning Polyhedral Conformal Sets for Robust Optimization
Shuyi Chen, Wenbin Zhou, Shixiang Zhu
Robust optimization (RO) provides a principled framework for decision-making under uncertainty, but its performance critically depends on the choice of the uncertainty set. While l…