Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Rabunal:2011:IWINAC,
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author = "Juan R. Rabunal and Jeronimo Puertas and
Daniel Rivero and Ignacio Fraga and Luis Cea and Marta Garrido",
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title = "Genetic Programming for Prediction of Water Flow and
Transport of Solids in a Basin",
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booktitle = "Proceedings of the 4th International Work-Conference
on the Interplay Between Natural and Artificial
Computation, IWINAC 2011, Part 2",
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year = "2011",
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editor = "Jose Manuel Ferrandez and
Jose Ramon {Alvarez Sanchez} and Felix {de la Paz} and F. Javier Toledo",
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series = "Lecture Notes in Computer Science",
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pages = "223--232",
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volume = "6687",
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address = "La Palma, Canary Islands, Spain",
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month = may # " 30-" # jun # " 3",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-21325-0",
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DOI = "doi:10.1007/978-3-642-21326-7_25",
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abstract = "One of the applications of Data Mining is the
extraction of knowledge from time series [1][2]. The
Evolutionary Computation (EC) and the Artificial Neural
Networks (ANNs) have proved to be suitable in Data
Mining for handling this type of series [3] [4]. This
paper presents the use of Genetic Programming (GP) for
the prediction of time series in the field of Civil
Engineering where the predictive structure does not
follow the classic paradigms. In this specific case,
the GP technique is applied to two phenomenon that
models the process where, for a specific area, the
fallen rain concentrates and flows on the surface, and
later from the water flows is predicted the solids
transport. In this article it is shown the Genetic
Programming technique use for the water flows and the
solids transport prediction. It is achieved good
results both in the water flow prediction as in the
solids transport prediction.",
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affiliation = "Department of Information and Communication
Technologies, Facultad de Informatica, University of
Coruna, Campus de Elvina, A Coruna, 15071 Spain",
- }
Genetic Programming entries for
Juan Ramon Rabunal Dopico
Jeronimo Puertas Agudo
Daniel Rivero Cebrian
Ignacio Fraga
Luis Cea
Marta Garrido
Citations