公开(公告)号：US11875289B1

公开(公告)日：2024-01-16

申请号：US16700390

申请日：2019-12-02

申请人： Blue Yonder Group, Inc.

发明人： Vishal Shinde

IPC分类号： G06Q10/0631 ,  G06Q10/087 ,  G06Q10/083 ,  G06Q50/04 ,  G06K7/14 ,  G06K7/10

CPC分类号： G06Q10/06315 ,  G06K7/10722 ,  G06K7/1413 ,  G06Q10/083 ,  G06Q10/087 ,  G06Q50/04

摘要： A system and method are disclosed for solving subsequent runs of a supply chain planning problem modeled as a multi-objective hierarchical linear programming problem. Embodiments further include receiving supply chain input data for a supply chain planning problem, modeling the supply chain planning problem as a multi-objective hierarchal linear programming problem having a first objective and at least one additional objective, solving a base run of the multi-objective hierarchical linear programming problem for the first objective and the at least one additional objective, generating a base plan by converting a solution of the base run of the multi-objective hierarchical linear programming problem, receiving one or more changes to the supply chain input data, identifying primal feasibility change of the one or more changes that affect only primal feasibility, and identifying dual feasibility changes of the one or more changes that affect only dual feasibility.

公开(公告)号：US20240112111A1

公开(公告)日：2024-04-04

申请号：US18526740

申请日：2023-12-01

申请人： Blue Yonder Group, Inc.

发明人： Vishal Shinde

IPC分类号： G06Q10/0631 ,  G06K7/10 ,  G06K7/14 ,  G06Q10/083 ,  G06Q10/087

CPC分类号： G06Q10/06315 ,  G06K7/10722 ,  G06K7/1413 ,  G06Q10/083 ,  G06Q10/087 ,  G06Q50/04

摘要： A system and method are disclosed for solving subsequent runs of a supply chain planning problem modeled as a multi-objective hierarchical linear programming problem. Embodiments further include receiving supply chain input data for a supply chain planning problem, modeling the supply chain planning problem as a multi-objective hierarchal linear programming problem having a first objective and at least one additional objective, solving a base run of the multi-objective hierarchical linear programming problem for the first objective and the at least one additional objective, generating a base plan by converting a solution of the base run of the multi-objective hierarchical linear programming problem, receiving one or more changes to the supply chain input data, identifying primal feasibility change of the one or more changes that affect only primal feasibility, and identifying dual feasibility changes of the one or more changes that affect only dual feasibility.

公开(公告)号：US20240296401A1

公开(公告)日：2024-09-05

申请号：US18662609

申请日：2024-05-13

申请人： Blue Yonder Group, Inc.

发明人： Narayan Nandeda ,  Phani Bulusu ,  Rashid Puthiyapurayil ,  Tushar Shekhar ,  Vidhi Chugh ,  Vishal Shinde

IPC分类号： G06Q10/0631 ,  G06Q10/04

CPC分类号： G06Q10/06315 ,  G06Q10/04

摘要： A system and method for efficiently determining the fair-share bands of a supply chain planning problem modeled as a multi-objective hierarchical linear programming problem include a processor and memory and are configured to model a supply chain planning problem as a multi-objective hierarchal linear programming problem, assign weights at each band of a fixed number of at least two bands, determine a direction of improved band values from a value of a Key Process Indicator (KPI) calculated from an expected demand and short quantities, wherein the expected demand and short quantities are calculated from the multi-objective hierarchical linear programming problem using a sample generated by Gibbs sampling of a conditional Gaussian Bayesian Network, and generate a supply chain plan.

公开(公告)号：US12131282B1

公开(公告)日：2024-10-29

申请号：US17679871

申请日：2022-02-24

申请人： Blue Yonder Group, Inc.

发明人： Vishal Shinde

IPC分类号： G06Q10/00 ,  G06Q10/04 ,  G06Q10/083

CPC分类号： G06Q10/083 ,  G06Q10/04

摘要： A system and method of solving supply chain planning problems modeled as multi-objective hierarchical linear programming problems receive supply chain input data for a supply chain planning problem, solve a first multi-objective hierarchical linear programming problem, store a cumulative list of bound changes, receive changes to the supply chain input data, model a second supply chain planning problem as a second multi-objective hierarchal linear programming problem based, at least in part, on the one or more changes to the supply chain input data, derive an intermediate objective based, at least in part, on the cumulative list of bound change, and solve the second multi-objective hierarchical linear programming problem, using the basis of the solved intermediate objective.

公开(公告)号：US11995588B1

公开(公告)日：2024-05-28

申请号：US17373466

申请日：2021-07-12

申请人： Blue Yonder Group, Inc.

发明人： Narayan Nandeda ,  Phani Bulusu ,  Rashid Puthiyapurayil ,  Tushar Shekhar ,  Vidhi Chugh ,  Vishal Shinde

IPC分类号： G06Q10/00 ,  G06Q10/04 ,  G06Q10/0631

CPC分类号： G06Q10/06315 ,  G06Q10/04

摘要： A system and method for efficiently determining the fair-share bands of a supply chain planning problem modeled as a multi-objective hierarchical linear programming problem include a processor and memory and are configured to model a supply chain planning problem as a multi-objective hierarchal linear programming problem, assign weights at each band of a fixed number of at least two bands, determine a direction of improved band values from a value of a Key Process Indicator (KPI) calculated from an expected demand and short quantities, wherein the expected demand and short quantities are calculated from the multi-objective hierarchical linear programming problem using a sample generated by Gibbs sampling of a conditional Gaussian Bayesian Network, and generate a supply chain plan.