DESIGN OF EXPERIMENTS APPROACH TO DESIGN VARIATION MITIGATION AND OPTIMIZATION

Patent №

US 9,633,150

Granted

2017-04-25

Filed 2015

Owner

ORACLE INTERNATIONAL CORPORATION

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14681554

A non-transitory computer readable medium including instructions which, when executed by a processor, cause the processor to: store a design metric and a design metric variation from the simulation of the design metric for a subset of a plurality of conditions in an inner loop and an outer loop, wherein in the outer loop is a sample set of design dimensions and their respective values, while the inner loop varies a plurality of variation conditions of the subset; model the design metric and design metric variation using a response surface; and optimize the design metric or the design metric variation for the subset of a plurality of design dimensions using the response surface to generate an optimized design. In other aspects, a system and a method for design variation and optimization are provided.

AI classification

Planning1.00
AI hardware1.00
Machine learning0.98
Evolutionary computation0.95
Natural language0.02
Knowledge representation0.01
Vision0.01
Speech0.00

Ownership

ORACLE INTERNATIONAL CORPORATION

assignment · 353720890

Assignors

BARKER, AARON J

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

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