On Naive Crossover Biases with Reproduction for Simple Solutions to Classification Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Terrio:ONC:gecco2004,

• author = "M. David Terrio and Malcolm I. Heywood",
• title = "On Naive Crossover Biases with Reproduction for Simple Solutions to Classification Problems",
• booktitle = "Genetic and Evolutionary Computation -- GECCO-2004, Part II",
• year = "2004",
• editor = "Kalyanmoy Deb and Riccardo Poli and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Owen Holland and Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and Dirk Thierens and Andy Tyrrell",
• series = "Lecture Notes in Computer Science",
• pages = "678--689",
• address = "Seattle, WA, USA",
• publisher_address = "Heidelberg",
• month = "26-30 " # jun,
• organisation = "ISGEC",
• publisher = "Springer-Verlag",
• volume = "3103",
• ISBN = "3-540-22343-6",
• ISSN = "0302-9743",
• DOI = "doi:10.1007/b98645",
• URL = "http://users.cs.dal.ca/~mheywood/X-files/Publications/dave-GECCO04.pdf",
• size = "12",
• keywords = "genetic algorithms, genetic programming",
• abstract = "A series of simple biases to the selection of crossover points in tree structured genetic programming are investigated with respect to the provision of parsimonious solutions. Such a set of biases has a minimal computational overhead as they are based on information already used to estimate the fitness of individuals. Reductions to code bloat are demonstrated for the real world classification problems investigated. Moreover, bloated solutions provided by a uniform crossover operator often appear to defeat the application of MAPLE simplification heuristics.",
• notes = "GECCO-2004 A joint meeting of the thirteenth international conference on genetic algorithms (ICGA-2004) and the ninth annual genetic programming conference (GP-2004)",

}

Genetic Programming entries for M David Terrio Malcolm Heywood

Citations