The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 08, 2026
Filed:
Nov. 04, 2022
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Daniel Onoro Rubio, Heidelberg, DE;
NEC CORPORATION, Tokyo, JP;
Abstract
A method for automatic optimization of a system includes randomly generating a plurality of input parameter configurations for the system. Using a trained neural network, a plurality of throughputs of the system are simulated using each of the randomly generated input parameter configurations. Each of the randomly generated input parameter configurations are scored based on the simulated throughputs and data stored in a training database. An input parameter configuration is selected from the randomly generated plurality of input parameter configurations based on the scoring. The selected input parameter configuration is sent to an actuator for executing the system using the selected input parameter configuration. The method can be applied to various use cases in artificial intelligence (AI) and machine learning (ML), such as in medical/healthcare to optimize system performance or support decision making.