ADAPTIVE ACCELERATED YIELD ANALYSIS

Patent №

US 10,762,166

Granted

2020-09-01

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16434334

Methods, systems, can computer program products for optimizing statistical method of computing output yields are provided. Aspects include determining a target criteria of a system for statistical analysis, based on the target criteria, determining a statistical analysis algorithm for the simulation, determining a block size for a plurality of statistical samples of the system for a parallelization of the statistical analysis algorithm, generating the plurality of statistical samples of the system, simulating the plurality of statistical samples of the system to determine one or more output yields, calculating a confidence interval for each of the one or more output yields, wherein the confidence interval comprises a lower bound, comparing the lower bound to a threshold standard deviation of a probability density function, and adjusting the block size for the plurality of statistical samples based on determining that the lower bound is less than the threshold standard deviation.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 17/18G06N 20/10G06F 30/367G06N 5/04G06N 7/01G06N 20/00G06F 30/27G06F 2119/22+2 more

AI classification

Planning1.00
Machine learning1.00
Evolutionary computation1.00
AI hardware0.99
Knowledge representation0.89
Vision0.37
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 494020267

Assignors

WINSTON, DAVID, KAMDAR, PRAVIN, LI, TONG, KIMMEL, RICHARD DANIEL

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

From the same owner

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