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Volumn 5199 LNCS, Issue , 2008, Pages 123-132

Covariance matrix adaptation revisited - The CMSA evolution strategy

Author keywords

[No Author keywords available]

Indexed keywords

BIOELECTRIC PHENOMENA; EVOLUTIONARY ALGORITHMS; POPULATION STATISTICS; PROBLEM SOLVING; STRUCTURAL OPTIMIZATION; VECTORS; ALGORITHMS; MATRIX ALGEBRA; OPTIMIZATION;

EID: 56449126218     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87700-4_13     Document Type: Conference Paper
Times cited : (119)

References (14)
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    • Eshelman, L.J, ed, Morgan Kaufmann Publishers. Inc, San Francisco
    • 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)
    • (1995) Proc. 6th Int'l Conf. on Genetic Algorithms , pp. 57-64
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  • 2
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    • Hansen, N., Ostermeier, A.: Completely Derandomized Self-Adaptation in Evolution Strategies. Evolutionary Computation 9(2), 159-195 (2001)
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    • Hansen, N.1    Ostermeier, A.2
  • 3
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    • Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)
    • 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)
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 1-18
    • Hansen, N.1    Müller, S.D.2    Koumoutsakos, P.3
  • 4
    • 27144512834 scopus 로고    scopus 로고
    • A Restart CMA Evolution Strategy with Increasing Population Size
    • IEEE, Los Alamitos
    • 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)
    • (2005) Congress on Evolutionary Computation , vol.2 , pp. 1769-1776
    • Auger, A.1    Hansen, N.2
  • 5
    • 56449105791 scopus 로고    scopus 로고
    • 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)
    • 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)
  • 6
    • 0041877685 scopus 로고    scopus 로고
    • Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies
    • Beyer, H.-G., Arnold, D.V.: Qualms Regarding the Optimality of Cumulative Path Length Control in CSA/CMA-Evolution Strategies. Evolutionary Computation 11(1), 19-28 (2003)
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 19-28
    • Beyer, H.-G.1    Arnold, D.V.2
  • 7
    • 3543065005 scopus 로고    scopus 로고
    • I, λ)-ES Optimizing Functions Disturbed by Generalized Noise
    • De Jong, K, Poli, R, Rowe, J, eds, Morgan Kaufmann, San Francisco
    • I, λ)-ES Optimizing Functions Disturbed by Generalized Noise. In: De Jong, K., Poli, R., Rowe, J. (eds.) Foundations of Genetic Algorithms, 7, pp. 307-328. Morgan Kaufmann, San Francisco (2003)
    • (2003) Foundations of Genetic Algorithms , vol.7 , pp. 307-328
    • Beyer, H.-G.1    Olhofer, M.2    Sendhoff, B.3
  • 8
    • 34547352586 scopus 로고    scopus 로고
    • Evolution Strategies for Robust Optimization
    • IEEE Press, Los Alamitos
    • Beyer, H.-G., Sendhoff, B.: Evolution Strategies for Robust Optimization. In: Congress on Evolutionary Computation (CEC), pp. 1346-1353. IEEE Press, Los Alamitos (2006)
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    • Beyer, H.-G.1    Sendhoff, B.2
  • 9
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    • Auger, A., Schoenauer, M., Vanhaecke, N.: LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. In: Yao, X., et al. (eds.) Parallel Problem Solving from Nature 8, pp. 182-191. Springer, Berlin (2004)
    • Auger, A., Schoenauer, M., Vanhaecke, N.: LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. In: Yao, X., et al. (eds.) Parallel Problem Solving from Nature 8, pp. 182-191. Springer, Berlin (2004)
  • 10
    • 34248143032 scopus 로고    scopus 로고
    • Covariance Matrix Adaptation for Multi-Objective Optimization
    • Igel, C., Hansen, N., Roth, S.: Covariance Matrix Adaptation for Multi-Objective Optimization. Evolutionary Computation 15(1), 1-28 (2007)
    • (2007) Evolutionary Computation , vol.15 , Issue.1 , pp. 1-28
    • Igel, C.1    Hansen, N.2    Roth, S.3
  • 11
    • 2442497253 scopus 로고    scopus 로고
    • Performance Analysis of Evolutionary Optimization with Cumulative Step Length Adaptation
    • Arnold, D.V., Beyer, H.-G.: Performance Analysis of Evolutionary Optimization with Cumulative Step Length Adaptation. IEEE Transactions on Automatic Control 49(4), 617-622 (2004)
    • (2004) IEEE Transactions on Automatic Control , vol.49 , Issue.4 , pp. 617-622
    • Arnold, D.V.1    Beyer, H.-G.2
  • 13
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    • Evaluating the CMA Evolution Strategy on Multimodal Test Functions
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    • Hansen, N., Kern, S.: Evaluating the CMA Evolution Strategy on Multimodal Test Functions. In: Yao, X., et al. (eds.) Parallel Problem Solving from Nature 8, pp. 282-291. Springer, Berlin (2004)
    • (2004) Parallel Problem Solving from Nature , vol.8 , pp. 282-291
    • Hansen, N.1    Kern, S.2
  • 14
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    • Genetic Algorithm with Migration on Topology Conserving Maps for Optimal Control of Quantum Systems
    • Amstrup, B., Tóth, G.J., Szabó, G., Rabitz, H., Lörincz, A.: Genetic Algorithm with Migration on Topology Conserving Maps for Optimal Control of Quantum Systems. J. Phys. Chem. 99, 5206-5213 (1995)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.