Steuerparameteroptimierung

Details

Veröffentlichungs-Nr.

EP4797015

Anmeldetag

30. Januar 2026

Veröffentlichung

26. August 2026

Rechtsraum

EP

IPC

G05B13/04, G06N7/01

Abstract

The disclosure relates to computer systems 10 and computer-implemented methods 200, 300 for performing a process having a binary output value and for optimizing controllable input parameters of such processes. One computer system 10 comprises at least one processor 11 and memory 12 configured to implement a parameter optimization module 102 for optimizing input parameters of a process having a binary output value, comprising: a probabilistic machine learning model 1021 trained to model a relationship between at least a first controllable input parameter of the process, a second controllable input parameter of the process and the binary output value of the process, the relationship defining an optimized pair of input parameter values 104 comprising an optimized value for the first input parameter and an optimized value for the second input parameter; and a batched binary Bayesian Optimizer 1022 configured to generate, from the trained probabilistic machine learning model 1021, a list 105 comprising a plurality of training pairs of input parameter values, each training pair comprising a value for the first input parameter and a value for the second input parameter. The parameter optimization module 102 is configured to output the optimized pair of input parameter values 104 and the list 105 of training pairs of input parameter values, and to receive binary output values of the process performed using the training pairs of input parameter values. The computer system 10 is configured to periodically retrain, using the received binary output values and values of the first and second input parameters associated therewith, the parameter optimization module 102 to generate a new optimized pair 104 of input values and a new list 105 of training pairs of input parameters.

Anmelder

Firma

Motorway Online Ltd

Land

🇬🇧 Großbritannien

Fachgebiete