公开(公告)号：US20210090102A1

公开(公告)日：2021-03-25

申请号：US17091127

申请日：2020-11-06

Applicant: Coupang Corp.

Inventor： Nan WANG ,  Ke MA ,  Christopher CARLSON ,  Bin GU ,  Shixian LI

IPC: G06Q30/02 ,  G06F30/20 ,  G06N7/00 ,  G06Q10/08

Abstract: The embodiments of the present disclosure provide systems and methods for outbound forecasting, comprising receiving an initial distribution of priority values to each fulfillment center (FC) in each region, running a simulation, using a simulation algorithm, of the initial distribution, calculating an outbound capacity utilization value of each FC, determining a number of FCs comprising an outbound capacity utilization value that exceeds a predetermined threshold, feeding the simulation algorithm with the determined number of FCs to generate one or more additional distributions of priority values, generating a FC priority filter comprising an optimal set of priority values based on the one or more additional distributions of priority values, and modifying an allocation of a plurality of SKUs among a plurality of FCs based on the generated FC priority filter.

公开(公告)号：US20210090003A1

公开(公告)日：2021-03-25

申请号：US16576272

申请日：2019-09-19

Applicant: Coupang, Corp.

Inventor： Ke MA ,  Christopher CARLSON ,  Shixian LI ,  Nan WANG ,  Bin GU

IPC: G06Q10/08 ,  G06Q10/04 ,  G06N5/00

Abstract: The embodiments of the present disclosure provide systems and methods for outbound forecasting, comprising receiving an initial distribution of postal codes mapped to each region, running a simulation of the initial distribution, calculating an outbound capacity utilization value of each FC, determining a number of FCs comprising an outbound capacity utilization value that exceeds a predetermined threshold, feeding an optimization heuristic with at least one of the postal codes mapped to a region from the initial distribution to generate one or more additional distributions of postal codes, generating an optimal distribution of postal codes mapped to each region based on the one or more additional distributions of postal codes, and modify an allocation of customer orders among a plurality of FCs based on the generated optimal distribution of postal codes. Running the simulation may comprise simulating an allocation of customer orders based on the initial distribution of postal codes.