Shipping space distribution optimization method and device, computer equipment and storage medium

The invention relates to a shipping space distribution optimization method and device, computer equipment and a storage medium, and the method comprises the steps: obtaining an initial shipping space distribution scheme, recognizing a current loading region in the initial shipping space distribution scheme and loaded goods corresponding to the current loading region, and carrying out the shipping space distribution optimization based on space dimension reduction boxing detection. Pre-judging whether corresponding loading goods can be loaded in the current loading area or not, and if the corresponding loading goods cannot be loaded, optimizing a loading scheme of the current loading area by adopting a genetic algorithm to obtain an optimal loading condition of the current loading area; and selecting the next loading area, and re-executing the loading pre-judgment based on the space dimension reduction boxing detection and the loading optimization based on the genetic algorithm until all the loading areas are p