METHOD AND APPARATUS FOR DISCOVERING EVOLUTIONARY CHANGES WITHIN A SYSTEM

Patent №

US 7,533,006

Granted

2009-05-12

Filed 2004

Owner

COMPUTER ASSOCIATES THINK, INC.

Lab

AI components

6

ml · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10762090

An adaptive system modeling method is provided. A system model is generated by using data corresponding to an input features set selected by using a baseline significance signature of the system. A superset of the input features and other features also is selected by using the baseline significance signature. Data collected from the system corresponding to the superset is maintained online. A new significance signature of the system is periodically or intermittently determined by performing a discriminant analysis using the online superset data, and is used to detect an evolutionary change in the system.

Machine learningVisionKnowledge representationPlanningEvolutionary computationAI hardwareG06Q 10/10G06F 16/2462G06N 3/045G06N 3/0499G06N 3/088G06N 3/09G06Q 30/02

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.99
Evolutionary computation0.98
AI hardware0.97
Vision0.94
Natural language0.01
Speech0.00

Ownership

COMPUTER ASSOCIATES THINK, INC.

assignment · 171020408

Assignors

HUDDLESTON, DAVID EUGENE, PAO, YOH-HAN, CASS, RONALD, YANG, QIAN, POLYAK, ELLA, CRYER, PETER, GAROFALO, CHARLES EDWARD

On an employer assignment, the assignors are typically the inventors.

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