Application of Genetic Programming in Hydrology
Created by W.Langdon from
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- @InCollection{FallahMehdipour:2015:hbgpa,
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author = "E. Fallah-Mehdipour and O. {Bozorg Haddad}",
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title = "Application of Genetic Programming in Hydrology",
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booktitle = "Handbook of Genetic Programming Applications",
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publisher = "Springer",
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year = "2015",
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editor = "Amir H. Gandomi and Amir H. Alavi and Conor Ryan",
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chapter = "3",
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pages = "59--70",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-319-20882-4",
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DOI = "doi:10.1007/978-3-319-20883-1_3",
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abstract = "With increasing complexity and accuracy of different
phenomenon modelling, attentions focus on using and
improving some tools that extract system equations by
simple rules. Commonly, these tools are user-friendly
and try to minimize error criterion between real
(observed) and obtained values by system rules. An
appropriate water resource modeling requires assistance
of computer model to provide connections in data sets,
management and decision makers. The purpose of this
chapter is to review genetic programming (GP)
applications in the hydrology and consider future
aspects for research and application. Previous
applications of GP presented its capabilities to
overcome some system characteristics such as the
high-dimensional, nonlinearity, and convexity. GP is
flexible to set with other systems in both internal and
external states.",
- }
Genetic Programming entries for
Elahe Fallah-Mehdipour
Omid Bozorg Haddad
Citations