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. 03, 2023
Filed:
Jun. 15, 2020
Applicant:
Cognizant Technology Solutions U.s. Corporation, College Station, TX (US);
Inventors:
Hormoz Shahrzad, Dublin, CA (US);
Babak Hodjat, Dublin, CA (US);
Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/126 (2023.01); G06N 20/00 (2019.01); G06N 3/086 (2023.01); G06F 18/20 (2023.01);
U.S. Cl.
CPC ...
G06N 3/126 (2013.01); G06F 18/285 (2023.01); G06N 3/086 (2013.01); G06N 20/00 (2019.01);
Abstract
An explainable surrogate-assisted evolutionary optimization method, E-ESP, discovers rule-based decision strategies for which actions to take to achieve certain outcomes when historical training data is limited or unavailable. The resulting rules are human readable and thus facilitate explainability and trustworthiness unlike the black box solutions resulting from neural network solutions.