DocumentCode
3247968
Title
Resource sharing games with failures and heterogeneous risk attitudes
Author
Hota, Ashish R. ; Garg, Shelly ; Sundaram, Suresh
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
fYear
2013
fDate
2-4 Oct. 2013
Firstpage
535
Lastpage
542
Abstract
We study a setting where a set of players simultaneously invest in a shared resource. The resource has a probability of failure and a return on investment, both of which are functions of the total investment by all players. We use a simple reference dependent preference model to capture players with heterogeneous risk attitudes (risk seeking, risk neutral and risk averse). We show the existence and uniqueness of a pure strategy Nash equilibrium in this setting and examine the effect of different risk attitudes on players´ strategies in the presence of uncertainty. In particular, we show that at the equilibrium, risk averse players are pushed out of the resource by risk seeking players. We compare the failure probabilities in the decentralized (game-theoretic) and centralized settings, and show that our proposed game belongs to the class of best response potential games, for which there are simple dynamics that allow all players to converge to the equilibrium.
Keywords
convergence; cost-benefit analysis; game theory; investment; probability; risk analysis; Nash equilibrium strategy; centralized game-theory; decentralized game-theory; equilibrium convergence; failure probability; heterogeneous risk attitudes; player strategies; reference dependent preference model; resource sharing games; return-on-investment; risk averse players; risk neutral players; risk seeking players; Equations; Games; Indexes; Investment; Resource management; Silicon; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication, Control, and Computing (Allerton), 2013 51st Annual Allerton Conference on
Conference_Location
Monticello, IL
Print_ISBN
978-1-4799-3409-6
Type
conf
DOI
10.1109/Allerton.2013.6736571
Filename
6736571
Link To Document