- author = "Douglas A. Augusto and Helio J. C. Barbosa and Nelson F. F. Ebecken",
- title = "Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification",
- booktitle = "GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation",
- year = "2008",
- editor = "Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener",
- isbn13 = "978-1-60558-130-9",
- pages = "1171--1178",
- address = "Atlanta, GA, USA",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- month = "12-16 " # jul,
- keywords = "genetic algorithms, genetic programming, competitive coevolution, context-free grammar, data classification",
-
URL = "
http://gpbib.cs.ucl.ac.uk/gecco2008/docs/p1171.pdf",
-
DOI = "
doi:10.1145/1389095.1389328",
- size = "8 pages",
-
abstract = "The present work treats the data classification task
by means of evolutionary computation techniques using
three ingredients: genetic programming, competitive
coevolution, and context-free grammar.
The robustness and symbolic/interpretative qualities of the genetic programming are employed to construct classification trees via Darwinian evolution. The flexible formal structure of the context-free grammar replaces the standard genetic programming representation and describes a language which encodes trees of varying complexity. Finally, competitive coevolution is used to promote competitions between data samples and classification trees in order to create and sustain an evolutionary arms-race for improved solutions",
-
notes = "GECCO-2008 A joint meeting of the seventeenth
international conference on genetic algorithms
(ICGA-2008) and the thirteenth annual genetic
programming conference (GP-2008).
ACM Order Number 910081. Also known as \cite{1389328}",
