An evolution traffic network model considering the next-nearest neighbor

► We build an evolution traffic network model considering the next-nearest neighbor. ► We study the influence of the next-nearest neighbor by altering sensitivity coefficients. ► Different distribution of networks corresponds to different traffic circumstances. ► We investigate laws about hubs and find some traffic phenomena reflecting from hubs.