Genetic algorithm synthesis of neural networks

Details Genetic algorithm synthesis of neural networks Genetic algorithm synthesis of neural networks

1989-03-28

1992-08-18

MacDonald, Allen R.

395 23, 395 24, G06F 1518

Patent

active

051405300

ABSTRACT:
The disclosure relates to the use of genetic learning techniques to evolve neural network architectures for specific applications in which a general representation of neural network architecture is linked with a genetic learning strategy to create a very flexible environment for the construction of custom neural networks.

REFERENCES:
patent: 3097349 (1963-07-01), Putzrath et al.
patent: 4591980 (1986-05-01), Huberman et al.
patent: 4593367 (1986-06-01), Slack et al.
patent: 4697242 (1987-09-01), Holland et al.
patent: 4935877 (1990-06-01), Koza
Towards the Evolution of Symbols; Dolan & Dyer; Proceedings of the Second Inter. Conf. on Genetic Algorithms (2nd ICGA); 1987; pp. 123-131.
Using the Genetic Algorithm to Generate LISP Code to Solve the Prisoner's Dilemma; Fujiki et al; 2nd ICGA; pp. 236-240.
On Using Genetic Algorithms to Search Program Spaces; De Jong; 2nd ICGA; pp. 210-215.
Tree Structured Rules in Genetic Algorithms; Bickel et al; 2nd ICGA; pp. 77-81.
The Argot Strategy: Adaptive Repesentation Genetic Optimizer Technique; Shaefer; 2nd ICGA; pp. 50-58.
An Adaptive Crossover Distribution Mechanism for Genetic Algorithms; Schaffer et al; 2nd ICGA; pp. 36-40.
Nonlinear Neural Networks: Principles, Mechanisms, and Architectures; Grossberg; Neural Networks, vol. 1, pp. 17-61; 1988.
Classifier Systems and Genetic Algorithms; Booker et al; Artificial Intelligence 40 (1989) 235-282.
Calibration of Neural Networks Using Genetic Algorithms with Application to Optimal Path Planning; Smith et al; First Annual Workshop on Space Operations, Automation, & Robotics (SOAR '87); Aug. 5-7, 1987; pp. 519-526.
"Genetic Algorithms", Charles T. Walbridge, Technology Review, vol. 92, Jan. 1989.
W. B. Dress and J. R. Knisley, "A Darwinian Approach to Artificial Neural Systems", 1987 IEEE, pp. 572-577.
D. J. Montana and L. Davis, "Training Feedforward Neural Networks Using Genetic Algorithms", 1989, pp. 1-10.
J. H. Holland, "Adaptation in Natural and Artificial Systems", 1975, pp. 89-120.
J. E. Baker, "Reducing Bias and Inefficiency in the Selection Algorithm", date unknown, pp. 14-21.
D. Whitley and T. Hanson, "Optimizing Neural Networks Using Faster, More Accurate Genetic Search", date unknown, pp. 391-396.
R. P. Lippman, "An Introduction to Computing with Neural Nets", Apr. 1987 IEEE, pp. 4-22.

Affiliated with

Also associated with

Rating

Genetic algorithm synthesis of neural networks does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Genetic algorithm synthesis of neural networks, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Genetic algorithm synthesis of neural networks will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFUS-PAI-O-1253920