Invention Grant
- Patent Title: Learning method and automatic layout design method
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Application No.: US17424496Application Date: 2019-12-04
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Publication No.: US11436391B2Publication Date: 2022-09-06
- Inventor: Yoshikazu Hirano
- Applicant: KYOCERA Corporation
- Applicant Address: JP Kyoto
- Assignee: KYOCERA Corporation
- Current Assignee: KYOCERA Corporation
- Current Assignee Address: JP Kyoto
- Agency: Hauptman Ham, LLP
- Priority: JPJP2019-013274 20190129
- International Application: PCT/JP2019/047348 WO 20191204
- International Announcement: WO2020/158179 WO 20200806
- Main IPC: G06F30/17
- IPC: G06F30/17 ; G06N20/00

Abstract:
A learning method and an automatic layout design method are disclosed. In one embodiment, provided is a learning method implementable by an apparatus for a system performing a layout design for automatically determining layout positions of a plurality of layout objects to be placed in a layout space by virtually moving the plurality of layout objects in the layout space based on a relationship between states of the plurality of layout objects in the layout space and movements of the plurality of layout objects to be performed, the method comprising: virtually moving a plurality of first layout objects in the layout space, determining a reward depending on whether or not the plurality of first layout objects interfere with another object in the layout space, and performing a learning process for learning the relationship through machine learning based on the reward.
Public/Granted literature
- US20220092228A1 LEARNING METHOD AND AUTOMATIC LAYOUT DESIGN METHOD Public/Granted day:2022-03-24
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