Accurately predicting system behavior of a managed system using genetic programming
US6453265B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Dec 28, 1999 |
| Grant date | Sep 17, 2002 |
| Priority date | — |
| Expiry date | Dec 28, 2019 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/126
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system for monitoring system behavior of a managed/instrumented system is described. The system includes a measurement module coupled to the managed system to generate measurement data of the managed system. The measurement data include past measurement data and current measurement data. A store is also provided that stores the past measurement data. A genetic programming module is coupled to the store to evolve the evolved predictor based on the past measurement data and predetermined effectiveness criteria such that the evolved predictor predicts the system behavior of the managed system when supplied with the current measurement data. The genetic programming module genetically manipulates a set of candidate predictors to produce the evolved predictor. A system for generating the evolved predictor is also described.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.