Abstract: To solve the problem of difficulties in buying railway tickets in peak time and no direct trains between some small railway stations caused by existing railway transport capacity and road network layout, this paper proposed fast path algorithm for railway ticket to calculate the recommended transfer station; through the comparative analysis of existing path algorithm, and according to the application implementation complexity, using GemFire platform, the railway journey planning system model was built. The test results show that the algorithm is accurate and efficient, and can provide effective passenger transfer solution and improve the utilization ratio of railway passenger resources.