This specification discloses an adaptive optical shaping lens design method, comprising: systematically collecting
design data of optical lenses and their long-term performance in real-world scenarios; verifying and standardizing the collected data to ensure its accuracy and consistency; inputting the processed data into a neural network-based
adaptive design model and finely adjusting the
model parameters through an iterative optimization
algorithm; inputting specific design requirements into the
adaptive design model to quickly generate corresponding lens design schemes; performing
simulation analysis on the designed lenses and conducting multiple rounds of optimization iterations based on the design requirements; and predicting the long-term performance of the designed lenses after completion, providing a basis for the overall performance changes of the lenses during
actual use and facilitating the maintenance of the optical
system during
actual use. This method effectively solves the problems of long design time, high cost, and difficult long-term maintenance associated with traditional
optical lens design methods.