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:
Aug. 04, 2026

Filed:

Jan. 24, 2022
Applicant:

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

Inventors:

Eliezer Segev Wasserkrug, Haifa, IL;

Yishai Abraham Feldman, Tel Aviv, IL;

Eitan Daniel Farchi, Pardes Hanna-Karkur, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 30/27 (2020.01); G06Q 10/04 (2023.01); G06F 111/04 (2020.01); G06F 111/10 (2020.01);
U.S. Cl.
CPC ...
G06F 30/27 (2020.01); G06N 20/00 (2019.01); G06F 2111/04 (2020.01); G06F 2111/10 (2020.01);
Abstract

In some examples, a system for generating optimization constraints includes a memory device to store human-generated constraint and/or objective definitions that have been programmed in a general-purpose programming language by a human user, and a processor configured to generate labeled data for a plurality of solutions to an optimization problem using the stored constraint and/or objective definitions. The processor is also configured to generate a formal constraint and/or objective model from the labeled constraint and/or objective data, wherein the formal constraint and/or objective model comprises automatically generated constraint and/or objective definitions that are syntactically different from the human-generated constraint and/or objective definitions and syntactically correct for a specific optimization engine.


Find Patent Forward Citations

Wasserkrug, Eliezer. (2026). Learning optimization constraints through knowledge based data generation (U.S. Patent No. 12699821). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12699821

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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