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. 30, 2023

Filed:

Dec. 05, 2019
Applicant:

Uchicago Argonne, Llc, Chicago, IL (US);

Inventors:

Henry Chan, Schaumburg, IL (US);

Mathew J. Cherukara, Darien, IL (US);

Badri Narayanan, Louisville, KY (US);

Subramanian Sankaranarayanan, Naperville, IL (US);

Stephen K. Gray, Wheaton, IL (US);

Troy David Loeffler, Chicago, IL (US);

Assignee:

UChicago Argonne, LLC, Chicago, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/30 (2020.01); G06N 20/00 (2019.01); G06N 3/08 (2023.01); G06N 3/126 (2023.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06N 3/126 (2013.01); G06F 16/282 (2019.01);
Abstract

A method for optimizing objective functions can include selecting an objective function based at least on a hierarchy, applying parameters to the objective function to generate an output, responsive to the output not satisfying a tolerance condition, assigning a penalty to the set of parameters and evaluating a convergence condition using the set of parameters and the penalty, responsive to the output satisfying the tolerance condition, evaluating an additional objective function using the parameters in an order corresponding to the hierarchy or evaluating the convergence condition responsive to the selected objective function being a final objective function, modifying the set of parameters using a genetic algorithm responsive to the set of parameters not satisfying the convergence condition, and outputting the set of parameters responsive to the set of parameters satisfying the convergence condition.


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