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2007

Genetic Programming meets Model-Driven Development

8 years 5 months ago
Genetic Programming meets Model-Driven Development
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 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 ap...
Thomas Weise, Michael Zapf, Mohammad Ullah Khan, K
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where HIS
Authors Thomas Weise, Michael Zapf, Mohammad Ullah Khan, Kurt Geihs
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