SEARCH POINT DETERMINING METHOD AND SEARCH POINT DETERMINING APPARATUS

Patent №

US 11,645,562

Granted

2023-05-09

Filed 2019

Owner

FUJITSU LIMITED

Lab

AI components

5

ml · vision · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16297850

A search point determining method in an estimation process of a function, executed by a processor included in a search point determining apparatus, the method includes, calculating a search prediction time and a confidence interval upper limit obtained by using a Gaussian process for the function in each search candidate point from a past search result of the function, generating an area in a parameter space for each search candidate point by using a position of a search point close to the relevant search candidate point in a past search result, a search prediction time corresponding to each search candidate point, and a confidence interval upper limit corresponding to each search candidate point, and determining a search point based on a size of the area in a plurality of parameter spaces.

AI classification

Evolutionary computation1.00
Machine learning0.99
Knowledge representation0.88
AI hardware0.82
Vision0.73
Natural language0.02
Speech0.00
Planning0.00

Ownership

FUJITSU LIMITED

assignment · 485570481

Assignors

IMAMURA, NOBUTAKA, URA, AKIRA

On an employer assignment, the assignors are typically the inventors.

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