Sharing my latest research paper, which encapsulates my current insights on classical robust optimization, covering the characterization of uncertainty sets from data and exploring both optimization and satisficing within a unified framework.
papers.ssrn.com/sol3/papers.…
New Logo of RSOME-Robust Stochastic Optimization Made Easy! Hexagonal shape inspired by the robust structure of honey comb. RSOME now supports SDP and exponential cones, which streamline the construction of more sophisticated robust models. xiongpengnus.github.io/rsome…
This is an update of our paper “The Occam’s Razor of Robustness”, with improved computational studies and incorporating mixed support. It circumvents the curse of dimensionality and is a promising direction for large scale multi period optimization.
papers.ssrn.com/sol3/papers.…
We've seen all too terribly the consequences of those who denied warnings of a pandemic. We can't afford any more consequences of climate denial. All of us, especially young people, have to demand better of our government at every level and vote this fall. latimes.com/politics/story/2…
Deadline of paper/abstract submission is approaching: 4 March, 2019. Please refer to the website (msom2019.nus.edu.sg) for more details. @INFORMS @INFORMS2019
After working on Robust Optimization for almost twenty years, initially deviating from Stochastic Programming, I now see the awesomeness of combining both together. sites.google.com/view/rsome