Rahman Khorramfar

A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization

Two-stage adaptive robust optimization (ARO) is a powerful approach for planning under uncertainty, balancing first-stage decisions with recourse decisions made after uncertainty is realized. To account for uncertainty, modelers typically define a simple uncertainty set over which potential outcomes…