Machine learning driven experimental design for food technology
US11514350B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 4, 2021 |
| Grant date | Nov 29, 2022 |
| Priority date | — |
| Expiry date | May 4, 2041 |
Classification
- Technology area (CPC A)Human Necessities
- CPC primaryA23P30/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Techniques to generate experiment trials using artificial intelligence are disclosed. A training set for an experiment generator is continuously built up by using assessed experiment trials. The experiment generator is optimized using one of a plurality of optimization algorithms, depending on which mode experiment generator is to run in for an experiment. The mode is dependent on the experiment mode of the experiment. The experiment generator generates a batch of one or more experiment trials for the experiment. Any of the generated experiment trials may be tried or experimented by a user and may be updated with assessment data as an assessed experiment trial.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.