Traffic flow chaos predicted accurately by new mathematical model.
The article discusses a method to calculate the behavior of complex systems using a mathematical technique called Least-Squared Support Vector Machine. By applying this method to real-world data like traffic flow, the researchers found that crowded conditions lead to hyper chaotic behavior, synchronized conditions can be chaotic or hyper chaotic, and jammed conditions are not chaotic. This approach accurately predicts system behavior even with limited data.