Decision-Theoretic Prediction and Policy Design of GDP Slot Auctions
- James Bono ,
- Justin Grana ,
- David Wolpert ,
- Dongping Xie
AIAA 2014 |
We examine the potential for a simple auction to allocate arrival slots during Ground Delay Programs (GDPs) more efficiently than the currently used system. We find that the second-price slot auction has the potential to lower social costs but further analysis is needed to determine which pre-GDP schedules are best suited for an auction. The analysis of these auctions uses Predictive Game Theory (PGT) Wolpert and Bono (2013, 2010), a new approach that produces a probability distribution over strategies instead of an equilibrium set. Furthermore, the slot auction game of this paper represents the first application of PGT to a game of imperfect information and to a pure strategy space.