Modeling Artificial Bees Colony System

The Artificial Neural Network had been developed through the study and research of human neurology system and the same for Ant Colony Optimization (ACO) and others researches are based on natural system behavior. Therefore, this paper presents the studies and researches of the social behavior of bees' colony in order to model artificial bees' colony system. This paper presents two scenarios for two kinds of bees which are scouts and forgers in order to identify their activities. The proposed model, based on those two scenarios and since the bees work without supervision can be applied in data mining, search engine crawling, and any areas which do not require supervision.