Title :
Evolutionary dynamics of collaborative environments with heterogeneous agents
Author :
Somasundaram, Kiran K. ; Baras, John S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
The seminal work of Maynard Prince and Price in 1973 laid the foundations in establishing the concept of evolutionary game stable strategies. It attempts to select strategies which are robust to evolutionary selection pressures. We observe that most of the literature as evolved is concentrated on single objective games. In this work we extend the notion of evolutionary stability to games with vector payoff functions. We illustrate that this notion of Multicriteria evolutionary stability, models a much larger class of interactions in social, economic and biological problems. Particular applications of interest are in autonomic wireless sensor networks and autonomic networked control systems. We present a multi-population replicator dynamics, which models the evolution of agent actions in a network with varying levels of selfishness. We observe that this model clearly demarks the regions of cooperation among these selfish agents. We provide analytical results on the dynamic stability of the replication. This clearly characterizes the aforementioned demarcations.
Keywords :
evolutionary computation; game theory; operations research; autonomic networked control system; autonomic wireless sensor network; collaborative environment; evolutionary dynamics; evolutionary game stable strategies; evolutionary selection pressure; heterogeneous agents; multicriteria evolutionary stability; multipopulation replicator dynamics; single objective games; vector payoff function; Batteries; Bifurcation; Biological system modeling; Collaboration; Costs; Educational institutions; Peer to peer computing; Protocols; Stability analysis; Wireless sensor networks;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164526