Title :
On competitive search games for multiple vehicles
Author :
Minghui Zhu ; Frazzoli, Emilio
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
We investigate the competitive search game where a group of vehicles compete to locate the target on a ring in ℝ2 where the probability density function of the target is known a priori. In order to compute Nash strategies for vehicles, we first perform a game reduction and determine an auxiliary Nash game which, on one hand, has a much smaller dimension, and on the other hand, is equivalent to the competitive search game. For the auxiliary Nash game, we first provide a counter-example where Nash equilibrium does not exist. Then we study computation algorithms to seek a class of constrained Nash equilibrium under certain sufficient conditions.
Keywords :
game theory; vehicles; Nash strategies; auxiliary Nash game; competitive search games; computation algorithms; constrained Nash equilibrium; game reduction; multiple vehicles; probability density function; Clocks; Games; Heuristic algorithms; Nash equilibrium; Probability density function; Random variables; Vehicles;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426371