Genetic Programming meets Model-Driven Development

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@TechReport{WZKG2007DGPFd,

• author = "Thomas Weise and Michael Zapf and Mohammad Ullah Khan and Kurt Geihs",
• title = "Genetic Programming meets Model-Driven Development",
• type = "Kasseler Informatikschriften (KIS)",
• number = "2007, 2",
• pages = "1--8",
• year = "2007",
• month = jul # "~2,",
• address = "University of Kassel, FB-16, Distributed Systems Group, Wilhelmsh{\"o}her Allee 73, 34121 Kassel, Germany",
• institution = "University of Kassel",
• organization = "University of Kassel",
• notes = "Persistent Identifier: urn:nbn:de:hebis:34-2007070218786",
• URL = "http://www.it-weise.de/documents/files/WZKG2007DGPFd.pdf",
• URL = "http://kobra.bibliothek.uni-kassel.de/handle/urn:nbn:de:hebis:34-2007070218786",
• copyright = "unrestricted",
• abstract = "Genetic 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 optimise 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 usefulness 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 modelling 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.",
• keywords = "genetic algorithms, genetic programming, GP, Model Driven Development, MDD, Model Driven Architecture, MDA, XMI, MOF-Skript, UML, Distributed Algorithms",
• language = "en",
• notes = "cited by \cite{Weise:2007:HIS}",

}

Genetic Programming entries for Thomas Weise Michael Zapf Mohammad Ullah Khan Kurt Geihs

Citations