Evolving Control Structures with Automatically Defined Macros

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{spector:1995:ADM,

• author = "Lee Spector",
• title = "Evolving Control Structures with Automatically Defined Macros",
• booktitle = "Working Notes for the AAAI Symposium on Genetic Programming",
• year = "1995",
• editor = "E. V. Siegel and J. R. Koza",
• pages = "99--105",
• address = "MIT, Cambridge, MA, USA",
• publisher_address = "445 Burgess Drive, Menlo Park, CA 94025, USA",
• month = "10--12 " # nov,
• publisher = "AAAI",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.aaai.org/Papers/Symposia/Fall/1995/FS-95-01/FS95-01-014.pdf",
• URL = "http://helios.hampshire.edu/lspector/pubs/ADM-fallsymp-e.pdf",
• URL = "http://citeseer.ist.psu.edu/spector95evolving.html",
• URL = "http://www.aaai.org/Library/Symposia/Fall/fs95-01.php",
• size = "7 pages",
• abstract = "Koza has previously shown that the power of a genetic programming system can often be enhanced by allowing for the simultaneous evolution of a main program and a collection of automatically defined functions (ADFs). In this paper I show how related techniques can be used to simultaneously evolve a collection of automatically defined macros (ADMs). I show how ADMs can be used to produce new control structures during the evolution of a program, and I present data showing that ADMs sometimes provide a greater benefit than do ADFs. I discuss the characteristics of problems that may benefit most from the use of ADMs, or from architectures that include both ADFs and ADMs, and I discuss directions for further research.",
• notes = "AAAI-95f GP. Part of \cite{siegel:1995:aaai-fgp} {\em Telephone:} 415-328-3123 {\em Fax:} 415-321-4457 {\em email} info@aaai.org {\em URL:} http://www.aaai.org/",

}

Genetic Programming entries for Lee Spector

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