Evolution of an Effective Brain-Computer Interface Mouse via Genetic Programming with Adaptive Tarpeian Bloat Control

Created by W.Langdon from gp-bibliography.bib Revision:1.7642

@InCollection{Poli:2011:GPTP,

• author = "Riccardo Poli and Mathew Salvaris and Caterina Cinel",
• title = "Evolution of an Effective Brain-Computer Interface Mouse via Genetic Programming with Adaptive Tarpeian Bloat Control",
• booktitle = "Genetic Programming Theory and Practice IX",
• year = "2011",
• editor = "Rick Riolo and Ekaterina Vladislavleva and Jason H. Moore",
• series = "Genetic and Evolutionary Computation",
• address = "Ann Arbor, USA",
• month = "12-14 " # may,
• publisher = "Springer",
• chapter = "5",
• pages = "77--95",
• keywords = "genetic algorithms, genetic programming, Brain Computer Interfaces, Adaptive Tarpeian method, Bloat control",
• isbn13 = "978-1-4614-1769-9",
• DOI = "doi:10.1007/978-1-4614-1770-5_5",
• abstract = "The Tarpeian method for bloat control has been shown to be a robust technique to control bloat. The covariant Tarpeian method introduced last year, solves the problem of optimally setting the parameters of the method so as to achieve full control over the dynamics of mean program size. However, the theory supporting such a technique is applicable only in the case of fitness proportional selection and for a generational system with crossover only. we propose an adaptive variant of the Tarpeian method, which does not suffer from this limitation. The method automatically adjusts the rate of application of Tarpeian bloat control so as to achieve a desired program size dynamics. We test the method in a variety of standard benchmark problems as well as in a real-world application in the field of Brain Computer Interfaces, obtaining excellent results.",
• notes = "part of \cite{Riolo:2011:GPTP}",
• affiliation = "School of Computer Science and Electronic Engineering, University of Essex, Wivenhoe Park, CO4 3SQ UK",

}

Genetic Programming entries for Riccardo Poli Mathew Salvaris Caterina Cinel

Citations