Load planning optimization using automated 3D packing

A device, comprising:

• one or more memories;
• and
• one or more processors, communicatively coupled to the one or more memories, to:
• receive information related to loading constraints for a three-dimensional container and parameters for a set of items to be loaded into the three-dimensional container;
• generate a preliminary packing solution based on the loading constraints for the three-dimensional container, the parameters for the set of items to be loaded into the three-dimensional container, and a sequence in which the set of items are to be unloaded from the three-dimensional container,
• wherein the preliminary packing solution simulates placing unpacked items, in the set of items, into the three-dimensional container according to one or more loading rules until a condition is satisfied;
• generate a set of packing solutions by applying one or more available moves to the preliminary packing solution,
• wherein the one or more available moves change a simulated placement in the three-dimensional container for one or more items in the set of items;
• select a final packing solution from the set of packing solutions based on one or more optimization criteria;
• provide access to a three-dimensional rendering of the final packing solution and instructions for implementing the final packing solution, based on the sequence in which the set of items are to be unloaded from the three-dimensional container;
• receive, based on interaction with the three-dimensional rendering via one or more interface elements, a modification to the sequence in which the set of items are to be unloaded from the three-dimensional container;
• and
• update, by the device and based on receiving the modification, the final packing solution.

A non-transitory computer-readable medium storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors, cause the one or more processors to:
• receive information related to loading constraints for a three-dimensional container and parameters for a set of items to be loaded into the three-dimensional container;
• generate a preliminary packing solution based on the loading constraints for the three-dimensional container, the parameters for the set of items to be loaded into the three-dimensional container, and a sequence in which the set of items are to be unloaded from the three-dimensional container,
• wherein the preliminary packing solution simulates placing unpacked items, in the set of items, into the three-dimensional container according to one or more loading rules until a condition is satisfied;
• generate a set of packing solutions by applying one or more available moves to the preliminary packing solution,
• wherein the one or more available moves change a simulated placement in the three-dimensional container for one or more items in the set of items;
• select a final packing solution from the set of packing solutions based on one or more optimization criteria;
• provide access to a three-dimensional rendering of the final packing solution and instructions for implementing the final packing solution, based on the sequence in which the set of items are to be unloaded from the three-dimensional container;
• receive, based on interaction with the three-dimensional rendering via one or more interface elements, a modification to the sequence in which the set of items are to be unloaded from the three-dimensional container;
• and
• update, based on receiving the modification, the final packing solution.