METHODS AND APPARATUS FOR AUTOMATED PREDICTIVE DESIGN SPACE ESTIMATION

Patent №

US 8,086,327

Granted

2011-12-27

Filed 2009

Owner

MKS INSTRUMENTS, INC.

Lab

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12466098

Described are computer-based methods and apparatuses, including computer program products, for automated predictive design space estimation. A design space of input factors and output responses is estimated for a physical process. Data is received for one or more input factors for a physical process, one or more output responses for the process, and criteria. For each of the one or more input factors, a calculated range of input values within the corresponding experimented range of input values is calculated. A modified range of input values is calculated for each of the one or more input factors. A design space estimate is predicted based at least on the modified ranges of input values, wherein the modified ranges of input values each comprise a largest region of variability for one or more of the input factors where the criteria are fulfilled.

AI classification

Planning1.00
Evolutionary computation1.00
Knowledge representation0.96
AI hardware0.92
Machine learning0.11
Natural language0.00
Vision0.00
Speech0.00

Ownership

MKS INSTRUMENTS, INC.

assignment · 230760324

Assignors

WIKSTROM, ERNST CONNY, SUNDSTROM, HANS GEORG JOAKIM, NORDAHL, TORD AKE BORJE

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

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