Data processing: artificial intelligence – Machine learning – Genetic algorithm and genetic programming system
Patent
1997-01-24
1999-01-26
Downs, Robert W.
Data processing: artificial intelligence
Machine learning
Genetic algorithm and genetic programming system
G06F 1518
Patent
active
058648321
ABSTRACT:
A method and apparatus for selecting terms, preferably higher order terms, for use in a stimulus vector of a holographic neural network. The method includes an evolutionary type algorithm in which stimulus vector arrangements are preferably modelled as chromosomes containing genes that each uniquely identify one of a plurality of terms in a corresponding stimulus vector. Techniques for introducing variation and for selecting fit chromosome/stimulus vector arrangements are also disclosed, as is an apparatus for executing the term selecting method.
REFERENCES:
patent: 5140530 (1992-08-01), Guha et al.
Los Angeles Times, Business Section, "The Cutting Edge", Leslie Helm, Oct. 28, 1996, pp. D1 and D8.
D.J. Janson and J.F. Frenzel, "Training Product Unit Neural Networks with Genetic Algorithms," IEEE Expert, pp. 26-33, Oct. 1993.
B.T. Zhang and H. Muhlenbein, "Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming," Proc. First IEEE Conf. on Evoluntionary Computation, vol. 1, pp. 318-323, Jun. 1994.
Downs Robert W.
Hewlett--Packard Company
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