SIMULATION PARAMETER CORRECTION TECHNIQUE

Patent №

US 8,713,489

Granted

2014-04-29

Filed 2011

Owner

FUJITSU LIMITED

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13052243

A parameter correction method includes: obtaining, from a variability-aware simulation, a simulation result value of a predetermined product performance for a reference candidate value set concerning statistics of predetermined product characteristics; calculating a likelihood by substituting the reference candidate value set, the obtained simulation result value, statistics of measurement values of the predetermined product characteristics and a measurement value of the predetermined product performance into a likelihood function that is defined from a probability density function for the statistics of the predetermined product characteristics and a probability density function for the predetermined product performance, and is a function to calculate a combined likelihood of the statistics of the predetermined product characteristics and the predetermined product performance; and searching for a reference candidate value set in case where the calculated likelihood becomes maximum, by carrying out the obtaining and the calculating plural times while changing the reference candidate value set.

Machine learningPlanningEvolutionary computationG06F 30/367G06F 30/20G01R 27/28G01R 31/10G01R 31/14G06F 30/30G06F 30/333G06F 30/398+3 more

AI classification

Planning1.00
Evolutionary computation0.89
Machine learning0.86
Knowledge representation0.20
AI hardware0.19
Natural language0.00
Speech0.00
Vision0.00

Ownership

FUJITSU LIMITED

assignment · 259920253

Assignors

HIGUCHI, HIROYUKI, MATSUOKA, HIDETOSHI

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

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