Winnowing Wheat from Chaff: The Chunking GA

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

@InProceedings{Stringer:WWf:gecco2004,

• author = "Hal Stringer and Annie S. Wu",
• title = "Winnowing Wheat from Chaff: The Chunking {GA}",
• 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 = "198--209",
• address = "Seattle, WA, USA",
• publisher_address = "Heidelberg",
• month = "26-30 " # jun,
• organisation = "ISGEC",
• publisher = "Springer-Verlag",
• volume = "3103",
• keywords = "genetic algorithms, genetic programming, Fitness Function, Variable Length, Good Gene, bloat control",
• ISBN = "3-540-22343-6",
• ISSN = "0302-9743",
• DOI = "doi:10.1007/b98645",
• URL = "http://link.springer.de/link/service/series/0558/bibs/3103/31030198.htm",
• URL = "http://link.springer.de/link/service/series/0558/papers/3103/31030198.pdf",
• size = "12",
• abstract = "In this work, we investigate the ability of a Chunking GA (ChGA) to reduce the size of variable length chromosomes and control bloat. The ChGA consists of a standard genetic algorithm augmented by a communal building block memory system and associated memory chromosomes and operators. A new mxn MaxSum fitness function used for this work is also described. Results show that a ChGA equipped with memory capacity equal to or greater than the minimal size of an optimal solution naturally eliminates unexpressed genes.",
• 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 Hal Stringer Annie S Wu

Citations