Frankfurt Artificial Stock Market: a microscopic stock market model with heterogeneous interacting agents in small-world communication networks |
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Authors: | Oliver Hein Michael Schwind Markus Spiwoks |
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Affiliation: | (1) Department of Business Administration, Information Systems Frankfurt University, Mertonstr. 17, 60325 Frankfurt, Germany;(2) Institute for Business Information Systems and Operations Research, Tech. University Kaiserslautern, Gottlieb-Daimler-Str. 47, 67663 Kaiserslautern, Germany;(3) Department of Business Administration, Wolfsburg University of Applied Sciences, Robert-Koch-Pl. 10-14, 38440 Wolfsburg, Germany |
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Abstract: | We study the relationship between communication network topologies, namely the small-world networks introduced by Watts and Strogatz, and the simulation results of an artificial stock market, here the Frankfurt Artificial Stock Market. Heterogeneous interacting agents communicate their success and trading strategy to their nearest neighbors. A process of information diffusion arises through the adaptive behavior of agents when encountering more successful strategies in their direct neighborhood. We will show that an increasing rewiring probability of the small-world network will lead to higher volatility and distortion within our simulation model. It seems probable that the spatial position of traders within a communication network affects the price building process. |
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