DagSemProc.06061.3.pdf
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A Mathematical Modelling Technique for the Analysis of the Dynamics of a Simple Continuous EDA
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Dagstuhl Seminar Proceedings, Volume 6061
Series: Dagstuhl Seminar Proceedings (DagSemProc) - License:
Creative Commons Attribution 4.0 International license
- Publication Date: 2006-07-07
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Marcus Gallagher and Bo Yuan. A Mathematical Modelling Technique for the Analysis of the Dynamics of a Simple Continuous EDA. In Theory of Evolutionary Algorithms. Dagstuhl Seminar Proceedings, Volume 6061, pp. 1-7, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)
https://doi.org/10.4230/DagSemProc.06061.3
https://doi.org/10.4230/DagSemProc.06061.3
Abstract
We describe a mathematical model for the infinite-population dynamics of a simple continuous EDA: UMDAc. Using this model, it is possible to numerically generate the dynamics of the algorithm on a fitness function of known form. The technique is compared with existing analysis and illustrated on a number of simple test problems. The model is also used to examine the effect of adding an amplification constant to the variance parameter of the UMDAc model.
Keywords
- Estimation of Distribution Algorithms
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