{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T00:23:32Z","timestamp":1776471812358,"version":"3.51.2"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319190839","type":"print"},{"value":"9783319190846","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-19084-6_29","type":"book-chapter","created":{"date-parts":[[2015,5,28]],"date-time":"2015-05-28T14:43:01Z","timestamp":1432824181000},"page":"287-292","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Making EGO and CMA-ES Complementary for Global Optimization"],"prefix":"10.1007","author":[{"given":"Hossein","family":"Mohammadi","sequence":"first","affiliation":[]},{"given":"Rodolphe","family":"Le Riche","sequence":"additional","affiliation":[]},{"given":"Eric","family":"Touboul","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,5,29]]},"reference":[{"key":"29_CR1","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/TSMCC.2004.841917","volume":"35","author":"D Buche","year":"2004","unstructured":"Buche, D., Schraudolph, N.N., Koumoutsakos, P.: Accelerating evolutionary algorithms with Gaussian process fitness function models. Trans. Syst. Man Cybern. 35, 183\u2013194 (2004)","journal-title":"Trans. Syst. Man Cybern."},{"key":"29_CR2","doi-asserted-by":"crossref","unstructured":"Hansen, N., Auger, A., Ros, R., Finck, S., Po\u0161\u00edk, P.: Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009. In: GECCO, pp. 1689\u20131696 (2010)","DOI":"10.1145\/1830761.1830790"},{"issue":"2","key":"29_CR3","doi-asserted-by":"crossref","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. Evol. Comput. 9(2), 159\u2013195 (2001)","journal-title":"Evol. Comput."},{"key":"29_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/978-3-642-25566-3_40","volume-title":"Learning and Intelligent Optimization","author":"F Hutter","year":"2011","unstructured":"Hutter, F., Hoos, H.H., Leyton-Brown, K.: Sequential model-based optimization for general algorithm configuration. In: Coello, C.A.C. (ed.) LION 5. LNCS, vol. 6683, pp. 507\u2013523. Springer, Heidelberg (2011)"},{"key":"29_CR5","unstructured":"Idoumghar, L., Melkemi, M., Schott, R.: A novel hybrid evolutionary algorithm for multi-modal function optimization and engineering applications. In: 13th IASTED Conference, vol. 683, pp. 87\u201393 (2009)"},{"key":"29_CR6","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.swevo.2011.05.001","volume":"1","author":"Y Jin","year":"2011","unstructured":"Jin, Y.: Surrogate-assisted evolutionary computation: recent advances and future challenges. Swarm Evol. Comput. 1, 61\u201370 (2011)","journal-title":"Swarm Evol. Comput."},{"issue":"4","key":"29_CR7","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1023\/A:1008306431147","volume":"13","author":"DR Jones","year":"1998","unstructured":"Jones, D.R., Schonlau, M., Welch, W.J.: Efficient global optimization of expensive black-box functions. J. Global Optim. 13(4), 455\u2013492 (1998)","journal-title":"J. Global Optim."},{"key":"29_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"939","DOI":"10.1007\/11844297_95","volume-title":"Parallel Problem Solving from Nature - PPSN IX","author":"S Kern","year":"2006","unstructured":"Kern, S., Hansen, N., Koumoutsakos, P.: Local meta-models for optimization using evolution strategies. In: Runarsson, T.P., Beyer, H.-G., Burke, E.K., Merelo-Guerv\u00f3s, J.J., Whitley, L.D., Yao, X. (eds.) PPSN IX. LNCS, vol. 4193, pp. 939\u2013948. Springer, Heidelberg (2006)"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"Kruisselbrink, J., Emmerich, M., Deutz, A., Baeck, T.: A robust optimization approach using kriging metamodels for robustness approximation in the CMA-ES. In: Congress on Evolutionary Computation, pp. 1\u20138 (2010)","DOI":"10.1109\/CEC.2010.5586235"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Loshchilov, I., Schoenauer, M., Sebag, M.: Intensive surrogate model exploitation in self-adaptive surrogate-assisted CMA-ES (saACM-ES). In: GECCO, pp. 439\u2013446 (2013)","DOI":"10.1145\/2463372.2463427"},{"key":"29_CR11","unstructured":"Rudolph, G.: On correlated mutations in evolution strategies. In: PPSN, pp. 107\u2013116. North-Holland, Amsterdam (1992)"},{"key":"29_CR12","doi-asserted-by":"crossref","unstructured":"Ulmer, H., Streichert, F., Zell, A.: Evolution Strategies Assisted by Gaussian Processes with Improved Pre-Selection Criterion. In: Congress on Evolutionary Computation, pp. 692\u2013699 (2003)","DOI":"10.1109\/CEC.2003.1299643"}],"container-title":["Lecture Notes in Computer Science","Learning and Intelligent Optimization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-19084-6_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T03:57:04Z","timestamp":1748404624000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-19084-6_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319190839","9783319190846"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-19084-6_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"29 May 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}