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Categoria WoS
  • Evolutionary Computation
  • Ingeniería Civil
Titulo: Genetic Algorithm based on Differential Evolution with variable length. Runoff prediction on an artificial basin
Tipo: congreso internacional
Congreso: International Conference on Evolutionary Computation (ICEC)
Fecha: 24-26/10/2010
Lugar celebracion: Valencia
Paginas: 207-212
ISBN: 978-989-8425-31-7
Libro: Proceedings of ICEC 2010. International Conference on Evolutionary Computation
Editorial: SciTePress


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 differential evolution paradigm has been developed. An innovative feature has been added: the variable length of the genotype, so this approach can be applied in predicting 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 floods prediction system can be obtained.

    .: SABIA :.  Sistemas Adaptativos y Bioinspirados en Inteligencia Artificial