METHOD AND DEVICE FOR CREATING A DATA-BASED FUNCTION MODEL

Patent №

US 9,709,967

Granted

2017-07-18

Filed 2014

Owner

ROBERT BOSCH GMBH

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14247104

A method for generating a data-based function model includes: providing a first data-based partial model ascertained from a first training data record; providing at least one additional training data record; and performing the following steps for the at least one additional training data record: ascertaining a difference training data record having training data which correspond to the differences between the output values of the relevant additional training data record and the function value of the sum of the partial function values (ffirst_partial_model(x) fsecond_partial_model(x)) of the first data-based partial model and previously ascertained data-based partial model(s) at each of the measuring points of the relevant training data record; ascertaining an additional data-based partial model from the difference training data record; and forming a sum (f(x)) from the first and the additional data-based partial models.

AI classification

Machine learning0.99
AI hardware0.95
Knowledge representation0.61
Planning0.39
Vision0.01
Speech0.01
Natural language0.00
Evolutionary computation0.00

Ownership

ROBERT BOSCH GMBH

assignment · 332100391

Assignors

MARKERT, HEINER, DIENER, RENE, STREICHERT, FELIX, GUNTORO, ANDRE, HANSELMANN, MICHAEL

On an employer assignment, the assignors are typically the inventors.

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