{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,23]],"date-time":"2026-09-23T03:34:55Z","timestamp":1790134495941,"version":"4.0.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100007567","name":"City University of Hong Kong","doi-asserted-by":"publisher","award":["A-CityU101\/16"],"award-info":[{"award-number":["A-CityU101\/16"]}],"id":[{"id":"10.13039\/100007567","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/tevc.2017.2765682","type":"journal-article","created":{"date-parts":[[2017,10,23]],"date-time":"2017-10-23T15:27:52Z","timestamp":1508772472000},"page":"637-646","source":"Crossref","is-referenced-by-count":62,"title":["A Simple Yet Efficient Evolution Strategy for Large-Scale Black-Box Optimization"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6212-6384","authenticated-orcid":false,"given":"Zhenhua","family":"Li","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingfu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(03)00170-9"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1038\/323533a0","article-title":"Learning representations by back-propagating errors","volume":"323","author":"rumelhart","year":"1986","journal-title":"Nature"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00150"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.02.017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2247404"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2791291"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2006.04.003"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00132"},{"key":"ref35","author":"schwefel","year":"1993","journal-title":"Evolution and Optimum Seeking The Sixth Generation"},{"key":"ref34","first-page":"415","article-title":"A median success rule for non-elitist evolution strategies: Study of feasibility","author":"elhara","year":"2013","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref10","first-page":"123","article-title":"Covariance matrix adaptation revisited&#x2014;The CMSA evolution strategy","author":"beyer","year":"2008","journal-title":"Proc Parallel Problems Solving Nat (PPSN)"},{"key":"ref40","first-page":"1769","article-title":"A restart CMA evolution strategy with increasing population size","volume":"3","author":"auger","year":"2005","journal-title":"Proc Congr Evol Comput (CEC)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-32494-1_4"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144082"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5102-1"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1145\/2725494.2725496","article-title":"A more efficient rank-one covariance matrix update for evolution strategies","author":"krause","year":"2015","journal-title":"Proc ACM Conf Found Genet Algorithms (FOGA)"},{"key":"ref15","first-page":"1777","article-title":"An efficient rank-1 update for Cholesky CMA-ES using auxiliary evolution path","author":"li","year":"2017","journal-title":"Proc Congr Evol Comput (CEC)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2017.2680320"},{"key":"ref17","first-page":"949","article-title":"Natural evolution strategies","volume":"15","author":"wierstra","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1830483.1830557"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"658","DOI":"10.1145\/1276958.1277097","article-title":"Reducing the space-time complexity of the CMA-ES","author":"knight","year":"2007","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref28","first-page":"249","article-title":"A cooperative coevolutionary approach to function optimization","author":"potter","year":"1994","journal-title":"Proc Parallel Problems Solving Nat (PPSN)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2006.14.1.119"},{"key":"ref27","first-page":"303","article-title":"A comparative study of CMA-ES on large scale global optimisation","author":"omidvar","year":"2010","journal-title":"Proc Aust Conf Artif Intell"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2011.03.001"},{"key":"ref6","first-page":"61","article-title":"A linear time natural evolution strategy for non-separable functions","author":"sun","year":"2013","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.10.042"},{"key":"ref5","first-page":"1050","article-title":"Main vector adaptation: A CMA variant with linear time and space complexity","author":"poland","year":"2001","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017746"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2004.825637"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/106365603321828970"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00168"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/106365601750190398"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2005.07.021"},{"key":"ref45","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref22","first-page":"296","article-title":"A simple modification in CMA-ES achieving linear time and space complexity","author":"ros","year":"2008","journal-title":"Proc Parallel Problems Solving Nat (PPSN)"},{"key":"ref21","first-page":"397","article-title":"A computationally efficient limited memory CMA-ES for large scale optimization","author":"loshchilov","year":"2014","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2010.5586034"},{"key":"ref24","first-page":"1","article-title":"Information-geometric optimization algorithms: A unifying picture via invariance principles","volume":"18","author":"ollivier","year":"2017","journal-title":"J Mach Learn Res"},{"key":"ref41","article-title":"Benchmark functions for the CEC&#x2019;2010 special session and competition on large-scale global optimization","author":"tang","year":"2009"},{"key":"ref23","first-page":"845","article-title":"High dimensions and heavy tails for natural evolution strategies","author":"schaul","year":"2011","journal-title":"Proc Genet Evol Comput Conf (GECCO)"},{"key":"ref44","first-page":"282","article-title":"Evaluating the CMA evolution strategy on multimodal test functions","author":"hansen","year":"2004","journal-title":"Proc Parallel Problems Solving Nat (PPSN)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2908812.2908863"},{"key":"ref43","first-page":"1","article-title":"Multiple offspring sampling in large scale global optimization","author":"latorre","year":"2012","journal-title":"Proc Congr Evol Comput (CEC)"},{"key":"ref25","first-page":"373","article-title":"Comparison-based natural gradient optimization in high dimension","author":"akimoto","year":"2014","journal-title":"Proc Genet Evol Comput Conf (GECCO)"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/8478014\/08080257.pdf?arnumber=8080257","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,27]],"date-time":"2023-08-27T08:34:55Z","timestamp":1693125295000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8080257\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":45,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2017.2765682","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"value":"1089-778X","type":"print"},{"value":"1089-778X","type":"print"},{"value":"1941-0026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}