Covariance Matrix Adaptation Revisited – The CMSA Evolution Strategy –

Author:

Beyer Hans-Georg,Sendhoff Bernhard

Publisher

Springer Berlin Heidelberg

Reference14 articles.

1. Hansen, N., Ostermeier, A., Gawelczyk, A.: On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation. In: Eshelman, L.J. (ed.) Proc. 6th Int’l Conf. on Genetic Algorithms, pp. 57–64. Morgan Kaufmann Publishers, Inc., San Francisco (1995)

2. Hansen, N., Ostermeier, A.: Completely Derandomized Self-Adaptation in Evolution Strategies. Evolutionary Computation 9(2), 159–195 (2001)

3. Hansen, N., Müller, S.D., Koumoutsakos, P.: Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES). Evolutionary Computation 11(1), 1–18 (2003)

4. Auger, A., Hansen, N.: A Restart CMA Evolution Strategy with Increasing Population Size. In: Congress on Evolutionary Computation, vol. 2, pp. 1769–1776. IEEE, Los Alamitos (2005)

5. Suganthan, P.N., Hansen, N., Liang, J.J., Deb, K., Chen, Y.-P., Auger, A., Tiwari, S.: Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization. Technical Report, Nanyang Tech. University, Singapore (2005)

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