Patent · US Active

Method and apparatus for supplying interpolation point data for a data-based function model calculation unit

US9805313B2 · kind B2 · utility

1Cited by

1References

9Claims

0Family size

Assignee

Robert Bosch GmbH · DE

Inventors

The Duy Nguyen-Tuong · Leonberg, DE
Heiner Markert · Stuttgart, DE
Jens Schreiter
Michael Hanselmann · Ditzingen, DE

Key dates

Filing date	Jul 8, 2014
Grant date	Oct 31, 2017
Priority date	—
Expiry date	Jan 11, 2036

Classification

Technology area (CPC G)Physics
CPC primaryG06F30/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method for identifying a set of interpolation point data points from training data for a sparse Gaussian process model, encompassing the following tasks: successively selecting training data points from the set of training data for acceptance into or exclusion from a set of interpolation point data points in accordance with a selection criterion; and terminating selection when a termination criterion exists; the selection criterion depending on a divergence between a target value of the selected training data point and a function value, at the selected training data point, of the Gaussian process model based on the respectively current set of interpolation point data points.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.