There are lots of methods to simplify Boolean function ,such as Boolean algebra method, determinant method, matrix method etc. In this paper a novel algorithm of simplifying Boolean function is put forward, the novel algorithm may simplify the Boolean function with less basic events and more repeated basic events of muhiplied multinomial factors. Through the case validation, it is discovered that in solution this method had clear thought and can greatly increase calculation efficiency of solving this kind of Boolean function.