DocumentCode :
1747714
Title :
Co-evolution in social interactions
Author :
Sato, Hiroshi ; Namatame, Akira
Author_Institution :
Dept. of Comput. Sci., Nat. Defense Acad., Yokosuka, Japan
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
1109
Abstract :
An interesting problem which has been widely investigated is under what circumstances will a society of rational agents realize some particular stable situations, and whether they satisfy the condition of social efficiency? This will crucially depend on how they interact and what information they have when they interact. For instance, when strategic interactions are modeled as coordination games, it is known that the evolutionary process selects the risk-dominant equilibrium which is not necessarily efficient. We consider the networks of agents, in which each agent faces several types of strategic decision problems. We investigate the dynamics of collective decisions when each agent adapts the strategy of interaction to its neighbors. We are interested in showing how society gropes its way towards an equilibrium situation. We show that society selects the most efficient equilibrium among multiple equilibria when the agents composing it, learn from each other as collective learning, and they co-evolve their strategies over time. We also investigate the mechanism that leads society to an equilibrium of social efficiency
Keywords :
decision theory; evolutionary computation; game theory; social sciences; software agents; co-evolution; collective decisions; collective learning; coordination games; equilibrium situation; evolutionary process; interaction strategy; multiple equilibria; networks of agents; rational agents; risk-dominant equilibrium; social efficiency; social interactions; stable situations; strategic decision problems; strategic interactions; Computer science; Decision making; Differential equations; Game theory; Microscopy; Probes; Production facilities; Stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Conference_Location :
Seoul
Print_ISBN :
0-7803-6657-3
Type :
conf
DOI :
10.1109/CEC.2001.934315
Filename :
934315
Link To Document :
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