Evolving the Architecture of a Multi-Part Program in Genetic Programming Using Architecture-Altering Operations

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{koza:1995:ea,

• author = "John R. Koza",
• title = "Evolving the Architecture of a Multi-Part Program in Genetic Programming Using Architecture-Altering Operations",
• booktitle = "Evolutionary Programming {IV} Proceedings of the Fourth Annual Conference on Evolutionary Programming",
• year = "1995",
• editor = "John Robert McDonnell and Robert G. Reynolds and David B. Fogel",
• pages = "695--717",
• address = "San Diego, CA, USA",
• month = "1-3 " # mar,
• publisher = "MIT Press",
• keywords = "genetic algorithms, genetic programming, ADF",
• ISBN = "0-262-13317-2",
• URL = "http://www.genetic-programming.com/jkpdf/ep1995.pdf",
• URL = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6300816",
• DOI = "doi:10.7551/mitpress/2887.003.0060",
• size = "23 pages",
• abstract = "This paper describes six new architecture-altering operations that provide a way to dynamically determine the architecture of a multi-part program during a run of genetic programming. The new operations are patterned after the naturally occurring operations of gene duplication and gene deletion and are motivated by Ohno's provocative book Evolution by Means of Gene Duplication. The new operations are branch duplication, argument duplication, branch creation, argument creation, branch deletion, and argument deletion. These operations dynamically change the architecture of various programs during a run of genetic programming. The new operations can also be interpreted as providing an automated way to specialise and generalise programs. The paper demonstrates that problems can be solved while the architecture is being evolved.",
• notes = "EP-95, Like \cite{koza:1994:aao}",

}

Genetic Programming entries for John Koza

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