GENETIC ALGORITHM-BASED SYSTEMS AND METHODS FOR SIMULATING OUTBOUND FLOW

摘要

Embodiments of the present disclosure include receiving a set of initial solutions including an initial distribution of a plurality of stock keeping units (SKUs) among a plurality of full-filment centers (FCs), and executing a simulation of each solution of the set of initial solutions. It provides a method and system for optimizing the allocation of products, including the step of: A participation rate can be calculated for each solution, and a score for each solution can be determined based on the calculated participation rate. At least one solution with the highest decision score may be selected to provide to the solution algorithm generating one or more additional solutions. Based on the best-performing solution, the allocation of a plurality of SKUs among a plurality of FCs may be changed. The best-performing solution may have the highest decision score among all solutions generated.