Deriving Models for Software Project Effort Estimation by Means of Genetic Programming

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@InProceedings{conf/ic3k/TsakonasD09,

• title = "Deriving Models for Software Project Effort Estimation by Means of Genetic Programming",
• author = "Athanasios Tsakonas and Georgios Dounias",
• booktitle = "Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, {KDIR} 2009",
• year = "2009",
• editor = "Ana L. N. Fred",
• pages = "34--42",
• address = "Funchal, Madeira, Portugal",
• month = oct # " 6-8",
• publisher = "INSTICC Press",
• keywords = "genetic algorithms, genetic programming, SBSE",
• isbn13 = "978-989-674-011-5",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.149.2051",
• bibdate = "2010-03-03",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/ic3k/kdir2009.html#TsakonasD09",
• size = "9 pages",
• abstract = "This paper presents the application of a computational intelligence methodology in effort estimation for software projects. Namely, we apply a genetic programming model for symbolic regression; aiming to produce mathematical expressions that (1) are highly accurate and (2) can be used for estimating the development effort by revealing relationships between the project's features and the required work. We selected to investigate the effectiveness of this methodology into two software engineering domains. The system was proved able to generate models in the form of handy mathematical expressions that are more accurate than those found in literature.",
• notes = "http://kdir.ic3k.org/Abstracts/2009/KDIR_2009_Abstracts.htm",

}

Genetic Programming entries for Athanasios D Tsakonas Georgios Dounias

Citations