Invention Grant
- Patent Title: Information processing apparatus, information processing method and program thereof
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Application No.: US17056071Application Date: 2020-01-20
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Publication No.: US11928698B2Publication Date: 2024-03-12
- Inventor: Dinesh Daultani , Bruno Andre Charron
- Applicant: Rakuten Group, Inc.
- Applicant Address: JP Tokyo
- Assignee: RAKUTEN GROUP, INC.
- Current Assignee: RAKUTEN GROUP, INC.
- Current Assignee Address: JP Tokyo
- Agency: Sughrue Mion, PLLC
- International Application: PCT/JP2020/001767 2020.01.20
- International Announcement: WO2021/149118A 2021.07.29
- Date entered country: 2020-11-17
- Main IPC: G06Q30/0202
- IPC: G06Q30/0202 ; G06Q40/04

Abstract:
An information processing apparatus having a first fitness calculation to calculate a fitness using a predetermined function for models in a population; a virtual model generating to select, as parent models, models having higher value of the fitness using the first fitness calculation among the models, and generate a virtual model that outputs by performing calculation of output results of the selected parent models; a second fitness calculation to calculate the fitness of the virtual model using the predetermined function; a replacing operation constituting the population by adding the virtual model and by deleting a model having lower value of the fitness among the models in the population; and a model extracting to extract a model having higher value of the fitness from the population by repeating processing by the virtual model generating, the second fitness calculation, and the model replacing until a predetermined termination condition is reached.
Public/Granted literature
- US20210406932A1 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND PROGRAM THEREOF Public/Granted day:2021-12-30
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