Complex systems are agglomerations of individuals, events and behaviors that are based on patterns of random situations that give rise to futuristic results when they are analyzed using computer tools through computer simulations. The prediction of events that have not yet happened has never been more evident than it is today, which proves its importance in the current environment in which we live. All this research is based on studying patterns of random events that form facts and situations that may or may not happen with human intervention.