Artificial Cognition Industrial Economy Complex Network Model

The mainly character of macroeconomic system is people's ideal effect and complex organization network structure. The research for complex network structure mainly focuses on small world and free-scale network. This thesis attempts to explain reasonably intrinsic mechanism of stable equilibrium character for macroeconomic system, embedded the small world and free-scale network structure on artificial cognitive industrial economy model.This thesis is based on artificial cognitive industrial economy model of production-consumption market, embedded on small world network and free-scale network. It builds two simulation models using computer simulation platform Swarm2.1.1.ModelⅠ, industrial economy small-world network development model. On the basis of Luna's human resources and enterprise development, the model embeds on small world network of complex network. It is seen how the differences of network structure affect macro eclosion law of economic system in comparison with regular network and random network.ModelⅡ, industrial economy free-scale network development model. It combines Luna's artificial cognition computable model with free-scale growth network model. It is seen how the structure changes in free-scale growth network and the differences of artificial cognitive ability have the influence on macroeconomic GDP eclosion.The result of the artificial experiment shows that the order and disorder choices of economic structure have a key role for macroeconomic eclosion law. In the same outside conditions, the industrial economy development model with the complex network topology has more improvement in GDP than the traditional regular and random network. The result tells us the importance of the complex network theory in the study for the social economic theory. In macroeconomic small world and free-scale character, the variety of structure is the mainly intrinsic factor which induces macroeconomic stable equilibrium character. The result of experience shows that the variety of structure will induce the stable state value and saturation boundary changes for macroeconomic Logistic diffuse curve. It explains the intrinsic mechanism of stable equilibrium character for macroeconomic development.