- author = "Ana Freire and Vanessa Aguiar-Pulido and Juan R. Rabunal and Marta Garrido",
- title = "Genetic Algorithm based on Differential Evolution with Variable Length Runoff Prediction on an Artificial Basin",
- booktitle = "Proceedings of the International Conference on Evolutionary Computation (ICEC 2010)",
- year = "2010",
- editor = "Joaquim Filipe and Janusz Kacprzyk",
- pages = "207--212",
- address = "Valencia, Spain",
- month = "24-26 " # oct,
- organisation = "INSTICC, AAAI, WfMC",
- publisher = "SciTePress",
- keywords = "genetic algorithms, genetic programming, Differential evolution, DE, Hydrology, Evolutionary computation",
- isbn13 = "978-989-8425-31-7",
-
URL = "
https://www.scitepress.org/PublishedPapers/2010/30814/",
-
URL = "
http://www.robinbye.com/files/publications/ICEC_2010.pdf",
-
DOI = "
doi:10.5220/0003081402070212",
- size = "6 pages",
- abstract = "Differential evolution is a successful approach to solve optimization problems. The way it performs the creation of the individual allows a spontaneous self-adaptability to the function. In this paper, a new method based on the differential evolution paradigm has been developed. An innovative feature has been added: the variable length of the genotype, so this approach can be applied to predict special time series. This approach has been tested over rainfall data for real-time prediction of changing water levels on an artificial basin. This way, a flood prediction system can be obtained.",
-
notes = "Brief comparison with GP results. cites
\cite{drecourt:1999uANNGPrrmTR}
Department of Communications and Information Technologies, University of A Coruna Campus Elvina s/n, A Coruna, Spain",
