The invention discloses a routine public
transit network optimization and adjustment method based on cellphone signaling data, and the method comprises the following steps: cellphone signaling
data processing, region traffic
feature extraction, and public
transit network dynamic optimization. The method takes the existing
theoretical research as the basis, combines with practical experience and research results in a public
transit network optimization project, organically combines a
qualitative analysis method and a quantitative
analysis method, enables a line optimization method to accord with the actual condition of public transit network optimization in a better manner, is higher in
operability, and provides optimization decision support for a
bus company and related administrative departments in the public
transportation planning and management. The method achieves the purposes that the number of straight passengers of the public transit network is the largest, the construction cost of a
bus system is the lowest, and the number of transfer times of passengers is the smallest. The method can improve the
bus service level, improves the bus
reachability, and effectively alleviates the
traffic congestion.