Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin

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

@InProceedings{Rabunal:2011:IWINAC,

• author = "Juan R. Rabunal and Jeronimo Puertas and Daniel Rivero and Ignacio Fraga and Luis Cea and Marta Garrido",
• title = "Genetic Programming for Prediction of Water Flow and Transport of Solids in a Basin",
• booktitle = "Proceedings of the 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, Part 2",
• year = "2011",
• editor = "Jose Manuel Ferrandez and Jose Ramon {Alvarez Sanchez} and Felix {de la Paz} and F. Javier Toledo",
• series = "Lecture Notes in Computer Science",
• pages = "223--232",
• volume = "6687",
• address = "La Palma, Canary Islands, Spain",
• month = may # " 30-" # jun # " 3",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-642-21325-0",
• DOI = "doi:10.1007/978-3-642-21326-7_25",
• 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.",
• 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