Method of optimizing an optical filter using a distributed...

Data processing: artificial intelligence – Machine learning – Genetic algorithm and genetic programming system

Reexamination Certificate

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C706S045000

Reexamination Certificate

active

07908229

ABSTRACT:
An optimization processing method comprises forming a plurality of islands each having a plurality of individuals and repeating crossover, mutation, evaluation and selection on the individuals until the desired condition has been satisfied by applying a genetic algorithm to each of the plurality of islands thereby obtaining an optimized solution, in which the optimized solution is obtained by migrating individuals to other islands.

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Maier, Architecture and Access Protocol for a Wavelength-Selective Single Hop Packet Switched Metropolitan Area Network, Doctoral Thesis, University of Berlin, Jun. 6, 2003, pp. 1-305.
Whitley, A Genetic Algorithm Tutorial, Statistics and Computing (1994), 4, pp. 65-85.
Jin Cheng et al, “The Improvement of Genetic Algorithm Searching Performance”, Proceedings of 2002 International Conference on Machine Learning and Cybernetics (Cat. No. 02EX583) IEEE Piscataway, NJ, US, vol. 2, 2002, pp. 947-951, vol. 2, XP002418365.
International Search Report for PCT/JP2005/022499, dated Jan. 3, 2007.

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