GPML: an XML-based standard for the interchange of genetic programming trees
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @Article{Dou:GPEM:gpml,
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author = "Tiantian Dou and Yuri {Kaszubowski Lopes} and
Peter Rockett and Elizabeth A. Hathway and Esmail Saber",
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title = "{GPML}: an {XML}-based standard for the interchange of
genetic programming trees",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2020",
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volume = "21",
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number = "4",
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pages = "605--627",
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month = dec,
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keywords = "genetic algorithms, genetic programming, Interchange
formats, Extensible markup language, XML, Model
predictive control",
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ISSN = "1389-2576",
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DOI = "doi:10.1007/s10710-019-09370-4",
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size = "23 pages",
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abstract = "We propose a genetic programming markup language
(GPML), an XML-based standard for the interchange of
genetic programming trees, and outline the benefits
such a format would bring in allowing the deployment of
trained genetic programming (GP) models in applications
as well as the subsidiary benefit of allowing GP
researchers to directly share trained trees. We present
a formal definition of this standard and describe
details of an implementation. In addition, we present a
case study where GPML is used to implement a model
predictive controller for the control of a building
heating plant.",
- }
Genetic Programming entries for
Tiantian Dou
Yuri Kaszubowski Lopes
Peter I Rockett
Abigail Hathway
Esmail Mahmoudi Saber
Citations