Model Driven Rapid Prototyping of Heuristic Optimization Algorithms
- Cite this paper as:
- Wagner S., Kronberger G., Beham A., Winkler S., Affenzeller M. (2009) Model Driven Rapid Prototyping of Heuristic Optimization Algorithms. In: Moreno-Díaz R., Pichler F., Quesada-Arencibia A. (eds) Computer Aided Systems Theory - EUROCAST 2009. EUROCAST 2009. Lecture Notes in Computer Science, vol 5717. Springer, Berlin, Heidelberg
In this paper the authors describe a model driven approach for the development of heuristic optimization algorithms. Based on a generic algorithm model, several operators are presented which can be used as algorithm building blocks. In combination with a graphical user interface, this approach provides an interactive and declarative way of engineering complex optimization heuristics. By this means, it also enables users with little programming experience to develop, tune, test, and analyze heuristic optimization techniques.
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