The main idea of the algorithm is to decompose the signal based on VMD, and then use the whale algorithm to optimize the relevant parameters to obtain the optimal local envelope entropy. The objective function and optimized parameters have certain innovation points, and the convergence speed of the code is relatively fast. It will run to completion in no time .