%0 Conference Paper %1 gruau:1996:ceVdeGNN %A Gruau, Frederic %A Whitley, Darrell %A Pyeatt, Larry %B Genetic Programming 1996: Proceedings of the First Annual Conference %C Stanford University, CA, USA %D 1996 %E Koza, John R. %E Goldberg, David E. %E Fogel, David B. %E Riolo, Rick L. %I MIT Press %K algorithms, genetic programming %P 81--89 %T A Comparison between Cellular Encoding and Direct Encoding for Genetic Neural Networks %U http://cognet.mit.edu/library/books/view?isbn=0262611279 %X This paper compares the efficiency of two encoding schemes for Artificial Neural Networks optimised by evolutionary algorithms. Direct Encoding encodes the weights for an a priori fixed neural network architecture. Cellular Encoding encodes both weights and the architecture of the neural network. In previous studies, Direct Encoding and Cellular Encoding have been used to create neural networks for balancing 1 and 2 poles attached to a cart on a fixed track. The poles are balanced...

@inproceedings{gruau:1996:ceVdeGNN, abstract = {This paper compares the efficiency of two encoding schemes for Artificial Neural Networks optimised by evolutionary algorithms. Direct Encoding encodes the weights for an a priori fixed neural network architecture. Cellular Encoding encodes both weights and the architecture of the neural network. In previous studies, Direct Encoding and Cellular Encoding have been used to create neural networks for balancing 1 and 2 poles attached to a cart on a fixed track. The poles are balanced...}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Stanford University, CA, USA}, author = {Gruau, Frederic and Whitley, Darrell and Pyeatt, Larry}, biburl = {https://www.bibsonomy.org/bibtex/201ca71ababb648cf40910fb2af44b05e/brazovayeye}, booktitle = {Genetic Programming 1996: Proceedings of the First Annual Conference}, editor = {Koza, John R. and Goldberg, David E. and Fogel, David B. and Riolo, Rick L.}, interhash = {7f3ef4b3883de7347cb48157a59a91c3}, intrahash = {01ca71ababb648cf40910fb2af44b05e}, keywords = {algorithms, genetic programming}, month = {28--31 July}, notes = {GP-96}, pages = {81--89}, publisher = {MIT Press}, size = {9 pages}, timestamp = {2008-06-19T17:40:43.000+0200}, title = {A Comparison between Cellular Encoding and Direct Encoding for Genetic Neural Networks}, url = {http://cognet.mit.edu/library/books/view?isbn=0262611279}, year = 1996 }