公开(公告)号：US20220067611A1

公开(公告)日：2022-03-03

申请号：US17077851

申请日：2020-10-22

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Tung-Han WU ,  Tsung-Jung HSIEH

IPC: G06Q10/06 ,  G06Q10/08 ,  G06Q10/04 ,  G06N20/00

Abstract: A learning-based resource allocation method, a learning-based resource allocation system and a user interface are provided. The learning-based resource allocation method includes following steps. Several setting contents of several resources applicable to several batch number products are obtained from an available resource database. Several resource allocation solutions are obtained. Each of the resource allocation solutions is a combination of the batch number products and the setting contents and is classified in an excellent group or an inferior group. The setting contents corresponding to a first part of the resource allocation solutions belonging to the inferior group are changed using a first algorithm, and the setting contents corresponding to a second part of the resource allocation solutions belonging to the inferior group are changed using a second algorithm different from the first algorithm. An optimal resource allocation solution is obtained according to the resource allocation solutions which are updated.