GPML: an XML-based standard for the interchange of genetic programming trees

Created by W.Langdon from gp-bibliography.bib Revision:1.7810

@Article{Dou:GPEM:gpml,

• author = "Tiantian Dou and Yuri {Kaszubowski Lopes} and Peter Rockett and Elizabeth A. Hathway and Esmail Saber",
• title = "{GPML}: an {XML}-based standard for the interchange of genetic programming trees",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2020",
• volume = "21",
• number = "4",
• pages = "605--627",
• month = dec,
• keywords = "genetic algorithms, genetic programming, Interchange formats, Extensible markup language, XML, Model predictive control",
• ISSN = "1389-2576",
• DOI = "doi:10.1007/s10710-019-09370-4",
• size = "23 pages",
• 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