On the Impact of the Representation on Fitness Landscapes

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

@InProceedings{albuquerque:2000:irfl,

• author = "Paul Albuquerque and Bastien Chopard and Christian Mazza and Marco Tomassini",
• title = "On the Impact of the Representation on Fitness Landscapes",
• booktitle = "Genetic Programming, Proceedings of EuroGP'2000",
• year = "2000",
• editor = "Riccardo Poli and Wolfgang Banzhaf and William B. Langdon and Julian F. Miller and Peter Nordin and Terence C. Fogarty",
• volume = "1802",
• series = "LNCS",
• pages = "1--15",
• address = "Edinburgh",
• publisher_address = "Berlin",
• month = "15-16 " # apr,
• organisation = "EvoNet",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "3-540-67339-3",
• DOI = "doi:10.1007/978-3-540-46239-2_1",
• abstract = "In this paper we study the role of program representation on the properties of a type of Genetic Programming (GP) algorithm. In a specific case, which we believe to be generic of standard GP, we show that the way individuals are coded is an essential concept which impacts the fitness landscape. We give evidence that the ruggedness of the landscape affects the behavior of the algorithm and we find that, below a critical population, whose size is representation-dependent, premature convergence occurs.",
• notes = "EuroGP'2000, part of \cite{poli:2000:GP}",

}

Genetic Programming entries for Paul Albuquerque Bastien Chopard Christian Mazza Marco Tomassini

Citations