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4 papers · 2 filters
Analysis and Estimation of Networked SIR & SEIR Models with Transportation Networks
Damir Vrabac, Raphael Stern, Philip E. Paré
In this paper we present the discrete-time networked SIR and SEIR models and present assumptions under which they are well defined. We analyze the limiting behavior of the models a…
A Unified Framework for Adjustable Robust Optimization with Endogenous Uncertainty
Qi Zhang, Wei Feng
This work proposes a framework for multistage adjustable robust optimization that unifies the treatment of three different types of endogenous uncertainty, where decisions, respect…
Generalization Bounds for Stochastic Saddle Point Problems
Junyu Zhang, Mingyi Hong, Mengdi Wang +1
This paper studies the generalization bounds for the empirical saddle point (ESP) solution to stochastic saddle point (SSP) problems. For SSP with Lipschitz continuous and strongly…
Branch-and-Price for a Class of Nonconvex Mixed-Integer Nonlinear Programs
Andrew Allman, Qi Zhang
This work attempts to combine the strengths of two major technologies that have matured over the last three decades: global mixed-integer nonlinear optimization and branch-and-pric…