Data processing: artificial intelligence – Machine learning – Genetic algorithm and genetic programming system
Patent
1996-08-12
1998-11-03
Hafiz, Taric R.
Data processing: artificial intelligence
Machine learning
Genetic algorithm and genetic programming system
706 10, 706 15, 706 25, 706 59, G06F 1518, G06E 100, G06E 300
Patent
active
058324666
ABSTRACT:
In the design and implementation of neural networks, training is determined by a series of architectural and parametric decisions. A method is disclosed that, using genetic algorithms, improves the training characteristics of a neural network. The method begins with a population and iteratively modifies one or more parameters in each generation based on the network with the best training response in the previous generation.
REFERENCES:
patent: 5140530 (1992-08-01), Guha et al.
patent: 5214746 (1993-05-01), Fogel et al.
patent: 5245696 (1993-09-01), Stork et al.
P. Adamidis and V. Petridis, "Co-operating Populations with Different Evolution Behaviours,"Proceedings of 1996 IEEE Int'l Conference on Evolutionary Computation, pp 188-191, May. 1996.
V. Maniezzo, "Genetic Evolution of the Topology and Weight Distribution of Neural Networks,"IEEE Transactions on Neural Networks, vol. 5, No. 1, pp. 39-53, Jan. 1994.
B. Choi and K. Bluff, "Genetic Optimisation of Control Parameters of a Neural Network, "1995 New Zealand Int'l Two-Stream Conference on Artificial Neural Networks, pp. 174-177, 1995.
Hafiz Taric R.
International Neural Machines Inc.
Rhodes Jason W.
LandOfFree
System and method for dynamic learning control in genetically en does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with System and method for dynamic learning control in genetically en, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and System and method for dynamic learning control in genetically en will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-703844