Iterative Filter Generation using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{eurogp06:SegondRobilliardFonlupt,

• author = "Marc Segond and Denis Robilliard and Cyril Fonlupt",
• title = "Iterative Filter Generation using Genetic Programming",
• editor = "Pierre Collet and Marco Tomassini and Marc Ebner and Steven Gustafson and Anik\'o Ek\'art",
• booktitle = "Proceedings of the 9th European Conference on Genetic Programming",
• publisher = "Springer",
• series = "Lecture Notes in Computer Science",
• volume = "3905",
• year = "2006",
• address = "Budapest, Hungary",
• month = "10 - 12 " # apr,
• organisation = "EvoNet",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "3-540-33143-3",
• pages = "145--153",
• DOI = "doi:10.1007/11729976_13",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• abstract = "Oceanographers from the IFREMER institute have an hypothesis that the presence of so-called retentive meso-scale vortices in ocean and coastal waters could have an influence on watery fauna's demography. Up to now, identification of retentive hydro-dynamical structures on stream maps has been performed by experts using background knowledge about the area. We tackle this task with filters induced by Genetic Programming, a technique that has already been successfully used in pattern matching problems. To overcome specific difficulties associated with this problem, we introduce a refined scheme that iterates the filters classification phase while giving them access to a memory of their previous decisions. These iterative filters achieve superior results and are compared to a set of other methods.",
• notes = "Part of \cite{collet:2006:GP} EuroGP'2006 held in conjunction with EvoCOP2006 and EvoWorkshops2006",

}

Genetic Programming entries for Marc Segond Denis Robilliard Cyril Fonlupt

Citations