METHOD AND CONTROL FOR CARRYING OUT A CALCULATION OF A DATA-BASED FUNCTION MODEL

摘要

A method for carrying out a calculation of a data-based function model, in particular a Gaussian process model, the data-based function model being defined by predefined hyperparameters and node data, multiple input variables being assigned to one output variable and having a sum of terms, each of which depend on one of the input variables, including the following: determining at least one input variable to be varied, for which multiple output values of a corresponding output variable are to be determined; calculating the sum of the terms, which depend on the input variables not to be varied; providing multiple input values for each of the determined at least one input variable to be varied; and ascertaining multiple output values of the output variable for the provided multiple input values, each based on the calculated sum of the terms, which depend on the input variables not to be varied.

主权项

1. A method for performing a calculation of a data-based function model, the method comprising:
determining at least one input variable to be varied, for which multiple output values of a corresponding output variable are to be determined, wherein the data-based function model is defined by predefined hyperparameters and node data, multiple input variables being assigned to one output variable and having a sum of terms, each of which depends on one of the input variables; calculating the sum of the terms, which depend on the input variables not to be varied; providing multiple input values for each of the at least one determined input variable to be varied; and ascertaining a plurality of output values of the output variable for the provided multiple input values, each based on the calculated sum of the terms, which depend on the input variables not to be varied.