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.

Date of Patent:
May. 26, 2026

Filed:

Mar. 30, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Dzung Tien Phan, Pleasantville, NY (US);

Long Vu, Chappaqua, NY (US);

Lam Minh Nguyen, Ossining, NY (US);

Dharmashankar Subramanian, White Plains, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/20 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/285 (2023.01);
Abstract

A method includes training, by one or more processing devices, a plurality of machine learning predictive models, thereby generating a plurality of trained machine learning predictive models. The method further includes generating, by the one or more processing devices, a solved machine learning optimization model, based at least in part on the plurality of trained machine learning predictive models. The method further includes outputting, by the one or more processing devices, one or more control input and predicted outputs based at least in part on the solved machine learning optimization model.


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