Using a genetic technique to optimize a regression model...

Details Using a genetic technique to optimize a regression model... Using a genetic technique to optimize a regression model...

2006-02-22

2008-03-25

Lau, Tung S. (Department: 2863)

Data processing: measuring, calibrating, or testing

Measurement system

Statistical measurement

Reexamination Certificate

active

07349823

ABSTRACT:
Embodiments of the present invention provides a system that optimizes a regression model which predicts a signal as a function of a set of available signals. These embodiments use a genetic technique to optimize the regression model, which involves using a portion of the sample signals used to generate each parent regression model from a pair of best-fit parent regression models to generate a child regression model. In addition, in embodiments of the present invention, the system introduces “mutations” to the set of sample signals used to create the child regression model in an attempt to create more robust child regression models during the optimization process.

REFERENCES:
patent: 4937763 (1990-06-01), Mott
patent: 2003/0176931 (2003-09-01), Pednault et al.

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