Seeding and healing a Genetic Algorithm to mitigate irreducible complexity
US12198065B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Oct 9, 2019 |
| Grant date | Jan 14, 2025 |
| Priority date | — |
| Expiry date | Dec 25, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/126
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and method for designing a physical system using a genetic algorithm includes building a plurality of data structures necessary to build, heal, and verify a plurality of dependency chains; ensuring that multiple dependencies in a respective one of the plurality of dependency chains are represented correctly; removing any dependencies that will be trivially satisfied at random; in response to determining that one or more dependencies is consistent with another dependency, considering one or more combinations of dependencies; and building configurations that satisfy the dependencies and combinations of dependencies by associating the dependencies and combinations of dependencies with selected technology options and recursively specifying and/or revising additional technology options that are consistent with the dependencies or combinations of dependencies, until a configuration is fully specified.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.