Improved Sea Level Anomaly Prediction Through Genetic Programming In Singapore Regional Waters
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Kurniawan:2014:HIC,
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author = "Alamsyah Kurniawan and Seng Keat Ooi and
Vladan Babovic",
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title = "Improved Sea Level Anomaly Prediction Through Genetic
Programming In Singapore Regional Waters",
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booktitle = "11th International Conference on Hydroinformatics",
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year = "2014",
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address = "New York, USA",
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month = aug # " 17-21",
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organisation = "IAHR/IWA Joint Committee on Hydroinformatics",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-0-692-28129-1",
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URL = "http://www.hic2014.org/xmlui/Kurniawan_2014_HIC.pdf",
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size = "8 pages",
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abstract = "With the recent advances in measurement and
information technology, there is an abundance of data
available for analysis and modelling of hydrodynamic
systems. With increasing spatial and temporal data
coverage, better quality and reliability of data
modelling and data driven techniques are becoming more
favourable and acceptable to the hydrodynamic
community. The data model integration tools and
techniques are being applied in variety of
hydroinformatics applications ranging from simple data
mining for pattern discovery to data driven models and
numerical model error correction. The present study
explores the possibility of employing genetic
programming (GP) as an offline data driven modelling
tool to capture the sea level anomalies (SLA) dynamics
in Singapore Regional Waters (SRW) and then using them
for updating the numerical model prediction in real
time applications. In the final stage it is found that
GP based SLA prediction error forecast model can
provide significant improvement when applied as data
assimilation schemes for updating the SLA prediction
obtained from primary hydrodynamic models. The results
have shown a good performance of non-tidal barotropic
numerical modelling and GP error forecast model to
forecast the SLA at Singapore Strait",
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notes = "Broken June 2021 http://www.hic2014.org/xmlui/",
- }
Genetic Programming entries for
Alamsyah Kurniawan
Seng Keat Ooi
Vladan Babovic
Citations