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. 05, 2016

Filed:

Feb. 12, 2014
Applicant:

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

Inventors:

David Amid, Kiryat Ata, IL;

Ateret Anaby-Tavor, Givat Ada, IL;

David Boaz, Bahan, IL;

Dmitry A Moor, Moscow, RU;

Ofer Michael Shir, Jerusalem, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/08 (2006.01); G06N 7/00 (2006.01); G06Q 10/04 (2012.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06Q 10/04 (2013.01); G06N 7/08 (2013.01);
Abstract

A method comprising using at least one hardware processor for: receiving a multi-objective optimization problem; projecting a Pareto frontier of candidate solutions for said multi-objective optimization problem to a hyperplane; decomposing said hyperplane into multiple Voronoi regions each associated with a candidate solution of said candidate solutions; determining a robustness degree for each candidate solution of said candidate solutions, by computing a hypervolume for each region of said multiple Voronoi regions; and ranking said candidate solutions based on the robustness degree.


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