According to the calculation defect of network clustering survivability algorithm, an improved algorithm is proposed. In this method, every clustering end and clustering branches connected to it are seemed as one unit, and the survivability of complex network under preferential attack is analyzed by use of the improved clustering survivability in Matlab. The simulation result indicates that the improved algorithm is more accurate than the original one while keeping its high speed.