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This study evolves agents to play iterated prisoners dilemma with choice and refusal. The choice and refusal mechanism causes the agents to self-organize social networks. We then apply a novel technique for inducing a pseudometric on the space of networks using diffusion characters to analyze the resulting social networks, and create an exploratory taxonomy of the social networks. The taxonomy agrees...
Combinatorial graphs are used as mathematical models of a broad variety of phenomena including communications networks, gene regulation networks, food webs, or even to map out resource conflicts. The diffusion character matrix of a graph injects the vertices of a graph into Euclidean space so that Euclidean distances between vertices are closely tied to connectivity between those vertices in the graph...
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