Robustness metrics: How are they calculated and when should they be used?
presentationposted on 15.12.2017 by Cameron McPhail, Holger Maier, Jan Kwakkel, Matteo Giuliani, Andrea Castelletti, Seth Westra
Academic presentations can be uploaded in their original slide format. Presentations are usually represented as slide decks. Videos of presentations can be uploaded as media.
Environmental modelers have long considered uncertainty, but this has mostly been focused on quantifiable uncertainty around a single projected future. There is now an understanding that multiple plausible futures must be considered where the relative likelihood of each of these projected futures is unknown. Robustness is a way of measuring the performance across multiple plausible futures, however there are many robustness metrics that reflect different aspects of what makes a decision alternative robust.
This research was presented at MODSIM 2017 conference in Hobart, Australia.