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:
Nov. 25, 2008

Filed:

Aug. 23, 2005
Applicants:

James Kenneth Aragones, Clifton Park, NY (US);

Naresh Sundaram Iyer, Clifton Park, NY (US);

Catherine Joyce Lazatin, Mt. Prospect, IL (US);

Inventors:

James Kenneth Aragones, Clifton Park, NY (US);

Naresh Sundaram Iyer, Clifton Park, NY (US);

Catherine Joyce Lazatin, Mt. Prospect, IL (US);

Assignee:

General Electric Company, Niskayuna, NY (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06F 17/00 (2006.01); G06N 3/00 (2006.01); G06N 3/12 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
Abstract

The performance of optimization algorithms operating with compute-intensive fitness functions is enhanced by constraining time-intensive fitness evaluations for candidate solutions that show low likelihood of being fit at early stages of the fitness evaluation. By prematurely discarding alternatives that could be potentially optimal upon complete fitness evaluation but with low likelihood, the running time of the overall optimization process is advantageously reduced substantially, thereby trading off time complexity for search fidelity.


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