For the multi-tone interference could not be suppressed by shift WPT, the narrowband interference suppression method based on genetic algorithm optimal frequency shift WPT was proposed. Genetic algorithm was adopted to choose the optimal frequency shift and the highest frequency resolution level. And the adaptive WPT decomposition method based on parity checking was presented. Simulation results show that this algorithm can suppress NBI interference effectively.