Fuzzy committees of specialised rainfall-runoff models

Further enhancements

Journal article (2013)
Department
Water Management (CEG) (TU Delft)
Copyright: CC Attribution 3.0 License
DOI: https://doi.org/doi:10.5194/hessd-10-675-2013
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Published Date

15-01-2013

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Source:

Hydrology and Earth System Sciences Discussions, 10 (1), 2013

ISSN:

1812-2108

Source:

uuid:e69be0dc-1dca-44d3-8c33-d3f16e29f88c

Faculty

Civil Engineering and Geosciences

Department

Water Management

Abstract

Often a single hydrological model cannot capture the details of a complex rainfall-runoff relationship, and a possibility here is building specialised models to be responsible for a particular aspect of this relationship and combining them forming a committee model. This study extends earlier work of using fuzzy committees to combine hydrological models calibrated for different hydrological regimes – by considering the suitability of the different weighting function for objective functions and different class of membership functions used to combine the local models and compare them with global optimal models.

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