Genetic Programming in Economic Modelling
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- @InProceedings{duyvesteyn:2005:CEC,
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author = "Korneel Duyvesteyn and Uzay Kaymak",
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title = "Genetic Programming in Economic Modelling",
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booktitle = "Proceedings of the 2005 IEEE Congress on Evolutionary
Computation",
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year = "2005",
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editor = "David Corne and Zbigniew Michalewicz and
Marco Dorigo and Gusz Eiben and David Fogel and Carlos Fonseca and
Garrison Greenwood and Tan Kay Chen and
Guenther Raidl and Ali Zalzala and Simon Lucas and Ben Paechter and
Jennifier Willies and Juan J. Merelo Guervos and
Eugene Eberbach and Bob McKay and Alastair Channon and
Ashutosh Tiwari and L. Gwenn Volkert and
Dan Ashlock and Marc Schoenauer",
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volume = "2",
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pages = "1025--1031",
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address = "Edinburgh, UK",
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publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
08855-1331, USA",
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month = "2-5 " # sep,
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organisation = "IEEE Computational Intelligence Society, Institution
of Electrical Engineers (IEE), Evolutionary Programming
Society (EPS)",
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publisher = "IEEE Press",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "0-7803-9363-5",
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DOI = "doi:10.1109/CEC.2005.1554803",
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abstract = "Typically, economists develop models by first
selecting a model structure based on theoretical
considerations and equilibrium conditions, followed by
parameter estimation from available data. As more and
more data become available about economic processes,
the question arises whether it is possible to obtain
models in which {"}data speak for themselves{"}, where
both the model structure and the parameter values are
identified directly from the data. In this paper, we
discuss how genetic programming might be used for this
purpose. We propose a framework to formulate a genetic
programming search for suitable economic models. We
also study a simple case and discuss future directions
of research for developing the genetic programming
methodology for economic modelling.",
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notes = "CEC2005 - A joint meeting of the IEEE, the IEE, and
the EPS.",
- }
Genetic Programming entries for
Korneel Duyvesteyn
Uzay Kaymak
Citations