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dc.date.accessioned2007-07-02T12:01:36Z
dc.date.available2007-07-02T12:01:36Z
dc.date.issued2007-07-02T12:01:36Z
dc.identifier.uriurn:nbn:de:hebis:34-2007070218786
dc.identifier.urihttp://hdl.handle.net/123456789/2007070218786
dc.format.extent95119 bytes
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.subjectGenetische Programmierungger
dc.subjectEvolutionäre Algorithmenger
dc.subjectGenetic Programmingeng
dc.subjectEvolutionary Algorithmseng
dc.subjectGPeng
dc.subjectEAeng
dc.subjectModel Driven Developmenteng
dc.subjectModel Driven Architectureeng
dc.subjectMDDeng
dc.subjectMDAeng
dc.subjectUMLeng
dc.subjectXMIeng
dc.subjectMOFScripteng
dc.subjectElection Algorithmeng
dc.subjectDistributed Algorithmseng
dc.subjectSensor Networkseng
dc.subject.ddc004
dc.titleGenetic Programming meets Model-Driven Developmenteng
dc.typeTechnischer Report
dcterms.abstractGenetic programming is known to provide good solutions for many problems like the evolution of network protocols and distributed algorithms. In such cases it is most likely a hardwired module of a design framework that assists the engineer to optimize specific aspects of the system to be developed. It provides its results in a fixed format through an internal interface. In this paper we show how the utility of genetic programming can be increased remarkably by isolating it as a component and integrating it into the model-driven software development process. Our genetic programming framework produces XMI-encoded UML models that can easily be loaded into widely available modeling tools which in turn posses code generation as well as additional analysis and test capabilities. We use the evolution of a distributed election algorithm as an example to illustrate how genetic programming can be combined with model-driven development. This example clearly illustrates the advantages of our approach – the generation of source code in different programming languages.eng
dcterms.accessRightsopen access
dcterms.creatorWeise, Thomas
dcterms.creatorZapf, Michael
dcterms.creatorKhan, Mohammad Ullah
dcterms.creatorGeihs, Kurt
dcterms.isPartOfKasseler Informatikschriftenger
dcterms.isPartOf2007, 2ger
dc.subject.ccsC.2.4
dc.subject.ccsD.1.2
dc.subject.ccsD.2.10
dc.subject.ccsD.2.12
dc.subject.ccsI.2.2
dc.subject.ccsI.2.6
dc.subject.swdGenetische Programmierungger
dc.subject.swdModellgetriebene Entwicklungger


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