The application provides a
microwave filter optimization debugging method and device based on
knowledge transfer and a storage device, and comprises the following steps: for the initial
microwave filter debugging task, establishing an initial
knowledge generation model, determining an initial optimization range and optimizing and debugging the initial
microwave filter, and based on the established initial
knowledge generation model and the determined initial optimization range, optimizing and debugging the initial
microwave filter; for the debugging task of other microwave filters, evaluating the difference degree, determining the transfer strength, establishing the
knowledge generation model, determining the optimization range and optimizing and debugging, based on the difference degree and the transfer strength obtained in the difference degree evaluation stage, fine-tuning the initial knowledge generation model to obtain the knowledge generation model; and based on the knowledge generation model and the determined optimization range, optimizing and debugging the other initial
microwave filter. The application has the beneficial effect of realizing efficient debugging of microwave filters between individual differences, transferring knowledge between different tasks and improving the overall debugging efficiency.