%0 Conference Paper %1 folino:1999:ACGPAC %A Folino, Gianluigi %A Pizzuti, Clara %A Spezzano, Giandomenico %B Proceedings of the Genetic and Evolutionary Computation Conference %C Orlando, Florida, USA %D 1999 %E Banzhaf, Wolfgang %E Daida, Jason %E Eiben, Agoston E. %E Garzon, Max H. %E Honavar, Vasant %E Jakiela, Mark %E Smith, Robert E. %I Morgan Kaufmann %K algorithms, and evolvable genetic hardware programming %P 1015--1020 %T A Cellular Genetic Programming Approach to Classification %U http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-427.ps %V 2 %X A cellular genetic programming approach to data classification is proposed. The method uses cellular automata as a framework to enable a fine-grained parallel implementation of GP through the diffusion model. The main advantages to employ the method for classification problems consist in handling large populations in reasonable times, enabling fast convergence by reducing the number of iterations and execution time, favouring the cooperation in the search for good solutions, thus improving the accuracy of the method. %@ 1-55860-611-4

@inproceedings{folino:1999:ACGPAC, abstract = {A cellular genetic programming approach to data classification is proposed. The method uses cellular automata as a framework to enable a fine-grained parallel implementation of GP through the diffusion model. The main advantages to employ the method for classification problems consist in handling large populations in reasonable times, enabling fast convergence by reducing the number of iterations and execution time, favouring the cooperation in the search for good solutions, thus improving the accuracy of the method.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Orlando, Florida, USA}, author = {Folino, Gianluigi and Pizzuti, Clara and Spezzano, Giandomenico}, biburl = {https://www.bibsonomy.org/bibtex/294a5cd9e15f54980c7e415d21b1e2ed3/brazovayeye}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Banzhaf, Wolfgang and Daida, Jason and Eiben, Agoston E. and Garzon, Max H. and Honavar, Vasant and Jakiela, Mark and Smith, Robert E.}, interhash = {c3fc15aba5420158d5292ec2513f45d3}, intrahash = {94a5cd9e15f54980c7e415d21b1e2ed3}, isbn = {1-55860-611-4}, keywords = {algorithms, and evolvable genetic hardware programming}, month = {13-17 July}, notes = {GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)}, pages = {1015--1020}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA 94104, USA}, timestamp = {2008-06-19T17:39:40.000+0200}, title = {A Cellular Genetic Programming Approach to Classification}, url = {http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-427.ps}, volume = 2, year = 1999 }