A Cellular Genetic Programming Approach to Classification

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{folino:1999:ACGPAC,

• author = "Gianluigi Folino and Clara Pizzuti and Giandomenico Spezzano",
• title = "A Cellular Genetic Programming Approach to Classification",
• booktitle = "Proceedings of the Genetic and Evolutionary Computation Conference",
• year = "1999",
• editor = "Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith",
• volume = "2",
• pages = "1015--1020",
• address = "Orlando, Florida, USA",
• publisher_address = "San Francisco, CA 94104, USA",
• month = "13-17 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-611-4",
• URL = "http://citeseer.ist.psu.edu/328823.html",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-427.pdf",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-427.ps",
• 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.",
• 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)",

}

Genetic Programming entries for Gianluigi Folino Clara Pizzuti Giandomenico Spezzano

Citations