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.
Patent No.:
Date of Patent:
Oct. 25, 2022
Filed:
Feb. 25, 2020
Applicant:
Cognizant Technology Solutions U.s. Corp., College Station, TX (US);
Inventors:
Hormoz Shahrzad, Dublin, CA (US);
Babak Hodjat, Dublin, CA (US);
Risto Miikkulainen, Stanford, CA (US);
Assignee:
Cognizant Technology Solutions U.S. Corporation, College Station, TX (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/12 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06N 3/126 (2013.01); G06N 5/04 (2013.01);
Abstract
The computer system and method herein uses a multi-objective driven evolutionary algorithm that is better able to find optimum solutions to a problem because it balances the use of objectives as composite functions, and relative novelty and diversity in evolutionary optimization. In particular, the system and method herein described herein presents an improved process which introduces novelty pulsation, i.e., a systematic method to alternate between novelty selection and local optimization.