Data mining technique with diversity promotion

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United States of America Patent

PATENT NO 8977581
SERIAL NO

13540507

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Abstract

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Roughly described, a computer-implemented evolutionary data mining system includes a memory storing a candidate gene database in which each candidate individual has a respective fitness estimate; a gene pool processor which tests individuals from the candidate gene pool on training data and updates the fitness estimate associated with the individuals in dependence upon the tests; and a gene harvesting module for deploying selected individuals from the gene pool, wherein the gene pool processor includes a competition module which selects individuals for discarding in dependence upon both their testing experience level and a diversity measure of individuals in the gene pool.

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Patent Owner(s)

Patent OwnerAddress
COGNIZANT TECHNOLOGY SOLUTIONS U S CORPORATION211 QUALITY CIRCLE COLLEGE STATION TX 77845

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hodjat, Babak Dublin, US 49 1633
Shahrzad, Hormoz Dublin, US 37 506

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