defensive resource allocation 1fair allocation 1greedy algorithms 1markov decision process 1uncertain threats 1
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math.OC2026
Meeting Uncertain Threats with Feedback
Louis L Chen, Ang Xu, Roberto Szechtman +2
The paper models the rapid allocation of limited defensive resources against multiple uncertain threats as a Markov decision process and evaluates simple time‑oblivious policies, s…
math.OC2026
Perturbation Duality for Robust and Distributionally Robust Optimization: Short and General Proofs
Louis L. Chen, Jake Roth, Johannes O. Royset
Duality is a foundational tool in robust and distributionally robust optimization (RO/DRO), underpinning both analytical insights and tractable reformulations. Whereas RO/DRO duali…