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:
Dec. 13, 2022

Filed:

Feb. 05, 2019
Applicant:

Cognizant Technology Solutions U.s. Corporation, College Station, TX (US);

Inventors:

Hormoz Shahrzad, Dublin, CA (US);

Daniel Edward Fink, Berkeley, CA (US);

Risto Miikkulainen, Stanford, CA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G16H 10/20 (2018.01); G06K 9/62 (2022.01); G16H 50/70 (2018.01); G16H 10/40 (2018.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 10/20 (2018.01); G06K 9/6231 (2013.01); G06K 9/6257 (2013.01); G16H 10/40 (2018.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
Abstract

A composite novelty method approach to deceptive problems where a secondary objective is available to diversify the search is described. In such cases, composite objectives focus the search on the most useful tradeoffs and allow escaping deceptive areas. Novelty-based selection increases exploration in the focus area, leading to better solutions, faster and more consistently and it can be combined with other fitness-based methods.


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Shahrzad, Hormoz. (2022). Enhanced optimization with composite objectives and novelty-diversity selection (U.S. Patent No. 11527308). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11527308

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