The Impact of External Dependency in Genetic Programming Primitives

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

@InProceedings{oreilly:1998:edGPp,

• author = "Una-May O'Reilly",
• title = "The Impact of External Dependency in Genetic Programming Primitives",
• booktitle = "Proceedings of the 1998 IEEE World Congress on Computational Intelligence",
• year = "1998",
• pages = "306--311",
• address = "Anchorage, Alaska, USA",
• month = "5-9 " # may,
• publisher = "IEEE Press",
• keywords = "genetic algorithms, genetic programming, external dependency, primitives, control dependencies, data dependencies, subprogram behavioural consistency, parameterized problem, solution identification, success likelihood, parametrised problem, programming theory, subroutines",
• ISBN = "0-7803-4869-9",
• file = "c053.pdf",
• URL = "http://ieeexplore.ieee.org/iel4/5621/15048/00699750.pdf",
• DOI = "doi:10.1109/ICEC.1998.699750",
• size = "6 pages",
• abstract = "Both control and data dependencies among primitives impact the behavioural consistency of subprograms in genetic programming solutions. Behavioural consistency in turn impacts the ability of genetic programming to identify and promote appropriate subprograms. We present the results of modelling dependency through a parameterized problem in which a subprogram exhibits internal and external dependency levels that change as the subprogram is successively combined into larger subsolutions; We And that the key difference between nonexistent and 'full' external dependency is a longer time to solution identification and a lower likelihood of success as shown by increased difficulty in identifying and promoting correct subprograms.",
• notes = "ICEC-98 Held In Conjunction With WCCI-98 --- 1998 IEEE World Congress on Computational Intelligence. See also \cite{oreilly:1997:edGPp}",

}

Genetic Programming entries for Una-May O'Reilly

Citations