Directed Mutation by Means of the Skew-Normal Distribution
S. Berlik, in: B. Reusch (Ed.), Computational Intelligence, Theory and Applications, Springer Berlin Heidelberg, Berlin, Heidelberg, 2005, pp. 35–50.
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Buchbeitrag
| Veröffentlicht
| Englisch
Autor*in
Herausgeber*in
Reusch, Bernd
Abstract
Directed mutation can improve the efficiency of processing many optimization problems. The directed mutation operator presented in this paper is based on the Skew-Normal Distribution. It is the first one that is not defined by case differentiation. Its expectation as well as its variance are convergent for all degrees of skewness and random number generation is simple and fast. An appropriate recombination scheme is given, and experimental results using this directed mutation are presented.
Erscheinungsjahr
Buchtitel
Computational Intelligence, Theory and Applications
Seite
35-50
ISBN
FH-PUB-ID
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Berlik, Stefan: Directed Mutation by Means of the Skew-Normal Distribution. In: Reusch, B. (Hrsg.): Computational Intelligence, Theory and Applications, Advances in Soft Computing. Berlin, Heidelberg : Springer Berlin Heidelberg, 2005, S. 35–50
Berlik S. Directed Mutation by Means of the Skew-Normal Distribution. In: Reusch B, ed. Computational Intelligence, Theory and Applications. Advances in Soft Computing. Berlin, Heidelberg: Springer Berlin Heidelberg; 2005:35-50. doi:10.1007/3-540-31182-3_4
Berlik, S. (2005). Directed Mutation by Means of the Skew-Normal Distribution. In B. Reusch (Ed.), Computational Intelligence, Theory and Applications (pp. 35–50). Berlin, Heidelberg: Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-31182-3_4
@inbook{Berlik_2005, place={Berlin, Heidelberg}, series={Advances in Soft Computing}, title={Directed Mutation by Means of the Skew-Normal Distribution}, DOI={10.1007/3-540-31182-3_4}, booktitle={Computational Intelligence, Theory and Applications}, publisher={Springer Berlin Heidelberg}, author={Berlik, Stefan}, editor={Reusch, BerndEditor}, year={2005}, pages={35–50}, collection={Advances in Soft Computing} }
Berlik, Stefan. “Directed Mutation by Means of the Skew-Normal Distribution.” In Computational Intelligence, Theory and Applications, edited by Bernd Reusch, 35–50. Advances in Soft Computing. Berlin, Heidelberg: Springer Berlin Heidelberg, 2005. https://doi.org/10.1007/3-540-31182-3_4.
S. Berlik, “Directed Mutation by Means of the Skew-Normal Distribution,” in Computational Intelligence, Theory and Applications, B. Reusch, Ed. Berlin, Heidelberg: Springer Berlin Heidelberg, 2005, pp. 35–50.
Berlik, Stefan. “Directed Mutation by Means of the Skew-Normal Distribution.” Computational Intelligence, Theory and Applications, edited by Bernd Reusch, Springer Berlin Heidelberg, 2005, pp. 35–50, doi:10.1007/3-540-31182-3_4.
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