Home » Publication » 24830

Dettaglio pubblicazione


The Pareto Frontier of Inefficiency in Mechanism Design (01a Articolo in rivista)

Filos-Ratsikas Aris, Giannakopoulos Yiannis, Lazos Filippos

We study the trade-off between the price of anarchy (PoA) and the price of stability (PoS) in mechanism design in the prototypical problem of unrelated machine scheduling. We give bounds on the space of feasible mechanisms with respect to these metrics and observe that two fundamental mechanisms, namely the first price (FP) and the second price (SP), lie on the two opposite extrema of this boundary. Furthermore, for the natural class of anonymous task-independent mechanisms, we completely characterize the PoA/PoS Pareto frontier; we design a class of optimal mechanisms SPα that lie exactly on this frontier. In particular, these mechanisms range smoothly with respect to parameter α ≥ 1 across the frontier, between the first price (SP1) and second price (SP∞) mechanisms. En route to these results, we also provide a definitive answer to an important question related to the scheduling problem, namely whether nontruthful mechanisms can provide better makespan guarantees in the equilibrium compared with truthful ones. We answer this question in the negative by proving that the price of anarchy of all scheduling mechanisms is at least n, where n is the number of machines.
Gruppo di ricerca: Algorithms and Data Science
© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma