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:
Apr. 02, 2024

Filed:

Oct. 16, 2021
Applicant:

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

Inventors:

Alexander Zadorojniy, Haifa, IL;

Takayuki Osogami, Japan, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 13/04 (2006.01); C02F 1/00 (2023.01);
U.S. Cl.
CPC ...
G05B 13/041 (2013.01); C02F 1/008 (2013.01);
Abstract

A computer-implemented method comprising: receiving data associated with an operational control problem; formulating the operation control problem as an optimization problem; recursively generating a sequence of policies of operational control associated with the operational control problem, wherein each subsequent policy in the sequence is constructed by modifying one or more actions at a single state in a preceding policy in the sequence, and wherein the modifying monotonically changes a risk associated with the subsequent policy; constructing, from the sequence of policies, an optimal solution path, wherein each vertex on the optimal solution path represents an optimal solution to the operational control problem; calculating a ratio of reward to risk for each of the vertices on the path; and selecting one of the policies in the sequence to apply to the operational control problem, based, at least in part, on the calculated ratios.


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Zadorojniy, Alexander. (2024). Reward to risk ratio maximization in operational control problems (U.S. Patent No. 11947323). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11947323

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