Globally convergent system and method for automated model discovery
US10719637B2 · kind B2 · utility
2Cited by
2References
3Claims
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Key dates
| Filing date | Jun 30, 2015 |
| Grant date | Jul 21, 2020 |
| Priority date | — |
| Expiry date | Sep 6, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F17/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and systems for model discovery include forming a mathematical program based on a set of observational data to generate an objective function and one or more constraints. The mathematical program represents a model space as an expression tree comprising operators and operands. The mathematical program is solved by optimizing the objective function subject to the one or more constraints to determine a model in the model space that best fits the set of observational data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.