DocumentCode :
1635397
Title :
The effect of assortative mixing on emerging cooperation in an evolutionary network game
Author :
Tanimoto, Jun
Author_Institution :
Interdiscipl. Grad. Sch. of Eng. Sci., Kyushu Univ., Kasuga
fYear :
2009
Firstpage :
487
Lastpage :
493
Abstract :
A series of numerical experiments using a co-evolutionary model for both networks and strategies for 2 square 2 games was carried out. It was proven that there was an interesting relation between assortative mixing of the evolved network and emerging cooperation. In the prisoner´s dilemma (PD) game class, the evolutionary trail for a weak dilemma game leads to an assortative mixing network, and attains cooperative situation easily. A game implemented with a stronger dilemma, however, makes the network very heterogeneous, featuring a negative assortative coefficient to solve the dilemma situation. This implies that the dilemma strength in PD significantly affects the direction the assortative coefficient takes during evolutionary processes in the co-evolution model.
Keywords :
evolutionary computation; game theory; assortative mixing network; co-evolutionary model; evolutionary network game; numerical experiments; prisoner dilemma game class; Game theory; Helium; Lattices; Network topology; Structural engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2009. CEC '09. IEEE Congress on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-2958-5
Electronic_ISBN :
978-1-4244-2959-2
Type :
conf
DOI :
10.1109/CEC.2009.4982985
Filename :
4982985
Link To Document :
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