Evolutionary collective behavior decomposition model for time series data mining
Collective behaviors are modeled as aggregations of individual behaviors. Individual behavior is modeled by the minority game. Parameters of individual behavior can be learned using genetic algorithms. The new model is tested based on real-world financial data.
collective behavior decomposition minority games genetic algorithms mixed games evolutionary mixed games learning