{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T00:23:08Z","timestamp":1776471788700,"version":"3.51.2"},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540230922","type":"print"},{"value":"9783540302179","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30217-9_19","type":"book-chapter","created":{"date-parts":[[2010,9,22]],"date-time":"2010-09-22T12:36:06Z","timestamp":1285158966000},"page":"182-191","source":"Crossref","is-referenced-by-count":25,"title":["LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation"],"prefix":"10.1007","author":[{"given":"Anne","family":"Auger","sequence":"first","affiliation":[]},{"given":"Marc","family":"Schoenauer","sequence":"additional","affiliation":[]},{"given":"Nicolas","family":"Vanhaecke","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"19_CR1","series-title":"Lecture Notes in Computer Science","volume-title":"Automata, Languages and Programming","author":"A. Auger","year":"2003","unstructured":"Auger, A.: Convergence Results for (1,\u03bb)-SA-ES using the Theory of \u03d5-irreducible Markov Chains. In: Baeten, J.C.M., Lenstra, J.K., Parrow, J., Woeginger, G.J. (eds.) ICALP 2003. LNCS, vol.\u00a02719, Springer, Heidelberg (2003)"},{"key":"19_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"512","DOI":"10.1007\/3-540-45105-6_64","volume-title":"Genetic and Evolutionary Computation - GECCO 2003","author":"A. Auger","year":"2003","unstructured":"Auger, A., Le Bris, C., Schoenauer, M.: Dimension-independent Convergence Rate for Non-isotropic (1, \u03bb)\u2212ES. In: Cant\u00fa-Paz, E., Foster, J.A., Deb, K., Davis, L., Roy, R., O\u2019Reilly, U.-M., Beyer, H.-G., Kendall, G., Wilson, S.W., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A., Dowsland, K.A., Jonoska, N., Miller, J., Standish, R.K., et al. (eds.) GECCO 2003. LNCS, vol.\u00a02723, pp. 512\u2013524. Springer, Heidelberg (2003)"},{"key":"19_CR3","first-page":"2","volume-title":"Proceedings of the 4th International Conference on Genetic Algorithms","author":"T. B\u00e4ck","year":"1991","unstructured":"B\u00e4ck, T., Hoffmeister, F., Schwefel, H.-P.: A survey of Evolution Strategies. In: Belew, R.K., Booker, L.B. (eds.) Proceedings of the 4th International Conference on Genetic Algorithms, pp. 2\u20139. Morgan Kaufmann, San Francisco (1991)"},{"issue":"1","key":"19_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/evco.1993.1.1.1","volume":"1","author":"T. B\u00e4ck","year":"1993","unstructured":"B\u00e4ck, T., Schwefel, H.-P.: An Overview of Evolutionary Algorithms for Parameter Optimization. Evolutionary Computation\u00a01(1), 1\u201323 (1993)","journal-title":"Evolutionary Computation"},{"key":"19_CR5","unstructured":"Hansen, N.: CMA-ES for Noisy Optimization: Implementations in Matlab, \n                    \n                      http:\/\/www.bionik.tu-berlin.de\/user\/niko\/cmaesinmatlab.html"},{"issue":"1","key":"19_CR6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/106365603321828970","volume":"11","author":"N. Hansen","year":"2003","unstructured":"Hansen, N., M\u00fcller, S., Koumoutsakos, P.: Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES). Evolutionary Computation\u00a011(1), 1\u201318 (2003)","journal-title":"Evolutionary Computation"},{"issue":"2","key":"19_CR7","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1162\/106365601750190398","volume":"9","author":"N. Hansen","year":"2001","unstructured":"Hansen, N., Ostermeier, A.: Completely Derandomized Self-Adaptation in Evolution Strategies. Evolutionary Computation\u00a09(2), 159\u2013195 (2001)","journal-title":"Evolutionary Computation"},{"key":"19_CR8","volume-title":"A New Tool for Evolutionary Computation","author":"P. Larranaga","year":"2001","unstructured":"Larranaga, P., Lozano, J.A.: Estimation of Distribution Algorithms. In: A New Tool for Evolutionary Computation, Kluwer Academic Publishers, Dordrecht (2001)"},{"key":"19_CR9","unstructured":"Rechenberg, I.: Evolutionstrategie: Optimierung Technisher Systeme nach Prinzipien des Biologischen Evolution, Fromman-Hozlboog Verlag, Stuttgart (1973)"},{"key":"19_CR10","unstructured":"Hansen, N., B\u00fcche, D., Ocenasek, J., Kern, S., M\u00fcller, S.D., Koumoutsakos, P.: Learning Probability Distributions in Continuous Evolutionary Algorithms - A Comparative Review. In: B\u00e4ck, T., Schoenauer, M. (eds.) Wokshop on Evolutionary Algorithms \u2013 ICALP 2003, Eindhoven, The Netherlands (July 2003)"},{"key":"19_CR11","volume-title":"Numerical Optimization of Computer Models","author":"H.-P. Schwefel","year":"1995","unstructured":"Schwefel, H.-P.: Numerical Optimization of Computer Models, 2nd edn. John Wiley & Sons, New-York (1981, 1995)","edition":"2"}],"container-title":["Lecture Notes in Computer Science","Parallel Problem Solving from Nature - PPSN VIII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30217-9_19.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T03:56:47Z","timestamp":1620014207000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30217-9_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540230922","9783540302179"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30217-9_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}