Invention Grant
- Patent Title: Objective weighing and ranking
- Patent Title (中): 客观称重和排名
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Application No.: US14178331Application Date: 2014-02-12
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Publication No.: US09305266B2Publication Date: 2016-04-05
- Inventor: David Amid , Ateret Anaby-Tavor , David Boaz , Dmitry A Moor , Ofer Michael Shir
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Main IPC: G06N7/08
- IPC: G06N7/08 ; G06N7/00 ; G06Q10/04

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.
Public/Granted literature
- US20150227848A1 OBJECTIVE WEIGHING AND RANKING Public/Granted day:2015-08-13
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