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. 23, 2019

Filed:

Nov. 27, 2018
Applicant:

Sas Institute Inc., Cary, NC (US);

Inventors:

Stacey M. Christian, Pittsboro, NC (US);

Aaron Samuel Mays, Cary, NC (US);

Michael Stephen Whitcher, Apex, NC (US);

Marc David Kessler, Chapel, NC (US);

Andrew William Henrick, Holly Springs, NC (US);

Assignee:

SAS INSTITUTE INC., Cary, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/35 (2018.01); G06F 17/13 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 8/35 (2013.01); G06N 20/00 (2019.01); G06F 17/13 (2013.01);
Abstract

A computing device identifies and eliminates unneeded computations from an analytic computation. A symmetric matrix includes a row and a column for each of a set of partial derivative equations where each cell includes an indicator of whether or not a direct dependency exists and is updated to include an indicator of whether or not an indirect dependency exists. A solution row is identified from the symmetric matrix that includes a requested partial derivative. A cell is identified of the identified solution row that does not include the indicator that the direct or indirect dependency exists. The column is identified from the symmetric matrix that includes the identified cell. The partial derivative equation associated with the identified column is removed from the defined set of partial derivative equations to reduce a computer processing time to compute a derivative value for the requested partial derivative.


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