Title :
Partially Informed Agents Can Form a Swarm in a Nash Equilibrium
Author :
Yildiz, Aykut ; Ozguler, Arif Bulent
Author_Institution :
Dept. of Electr. & Electron. Eng., Bilkent Univ., Ankara, Turkey
Abstract :
Foraging swarms in one-dimensional motion with incomplete position information are studied in the context of a noncooperative differential game. In this game, the swarming individuals act with partial information as it is assumed that each agent knows the positions of only the adjacent ones. It is shown that a Nash equilibrium solution that exhibits many features of a foraging swarm such as movement coordination, self-organization, stability, and formation control exists.
Keywords :
differential games; motion control; multi-agent systems; multi-robot systems; position control; Nash equilibrium; foraging swarm; multirobot system; noncooperative differential game; one-dimensional motion; partially informed agent; position information; Manganese; Artificial potentials; Dynamic multi-agent systems; Nash equilibrium; articial potentials; dynamic game theory; dynamic multi-agent systems; finite horizon; nite horizon; social foraging; swarming behavior;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2015.2411912