{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T05:43:00Z","timestamp":1787031780813,"version":"build-2736575974"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T00:00:00Z","timestamp":1475280000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1109\/tcyb.2015.2469722","type":"journal-article","created":{"date-parts":[[2015,9,16]],"date-time":"2015-09-16T20:36:31Z","timestamp":1442435791000},"page":"2184-2194","source":"Crossref","is-referenced-by-count":74,"title":["Stochastic Opposition-Based Learning Using a Beta Distribution in Differential Evolution"],"prefix":"10.1109","volume":"46","author":[{"given":"So-Youn","family":"Park","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ju-Jang","family":"Lee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/s00366-011-0241-y"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.894200"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.07.010"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2331994"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-013-1030-x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.895272"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2087271"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CIMCA.2005.1631345"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2059031"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9137-2"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2292971"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2014613"},{"key":"ref62","article-title":"Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization","author":"suganthan","year":"2005"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1994.350042"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-008-0323-y"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.927706"},{"key":"ref64","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2279211"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2009.03.090"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2012.2231685"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.04.024"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2008.07.025"},{"key":"ref68","first-page":"41","article-title":"Entropy-driven parameter control for evolutionary algorithms","volume":"31","author":"liu","year":"2007","journal-title":"Informatica"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/SIS.2007.368035"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/3477.764879"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/4235.752917"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2008.4630850"},{"key":"ref22","first-page":"41","article-title":"Control of population diversity and adaptation in differential evolution algorithms","author":"zaharie","year":"2003","journal-title":"Proc 9th Int Conf Soft Comput MENDEL"},{"key":"ref21","first-page":"62","article-title":"Critical values for the control parameters of differential evolution algorithms","author":"zaharie","year":"2002","journal-title":"Proc MENDEL"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.02.012"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2084-3_39"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0091-x"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.872133"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/GCIS.2012.91"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/IHMSC.2012.27"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.07.031"},{"key":"ref58","author":"papoulis","year":"2002","journal-title":"Probability random variables and stochastic processes"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2013.12.004"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20525-5_27"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/BMEI.2009.5305533"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2012.02.019"},{"key":"ref53","first-page":"9421","article-title":"Opposition-based differential evolution with ordering strategy on elite individuals","volume":"9","author":"hu","year":"2013","journal-title":"J Comput Inf Syst"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-012-0813-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2214382"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2286611"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-004-0363-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref13","author":"price","year":"2005","journal-title":"Differential Evolution A Practical Approach to Global Optimization"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68830-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS.1996.534789"},{"key":"ref16","first-page":"76","article-title":"On stagnation of the differential evolution algorithm","author":"lampinen","year":"2000","journal-title":"Proc 6th Int Mendel Conf Soft Computing"},{"key":"ref17","first-page":"293","article-title":"A parameter study for differential evolution","volume":"10","author":"g\u00e4mperle","year":"2002","journal-title":"Adv Intell Syst Fuzzy Syst Evol Comput"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3233\/AIC-2009-0440","article-title":"On stability and convergence of the population-dynamics in differential evolution","volume":"22","author":"dasgupta","year":"2009","journal-title":"AI Commun"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144086"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.856209"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2002.804370"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2008.09.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2006.883265"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2087415"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2010.936305"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/SDE.2011.5952059"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2011.2171972"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/PDCAT.2012.70"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0642-7"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"959","DOI":"10.3923\/itj.2013.959.966","article-title":"Influence of jumping rate on opposition-based differential evolution using the current optimum","volume":"12","author":"zhao","year":"2013","journal-title":"Inf Technol J"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/FOCI.2007.372151"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2009.5346043"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2007.4424748"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2011.5949948"},{"key":"ref43","first-page":"1582","article-title":"Modified opposition-based differential evolution for function optimization","volume":"7","author":"xu","year":"2011","journal-title":"J Comput Inf Syst"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/7567607\/07270303.pdf?arnumber=7270303","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:46:08Z","timestamp":1642005968000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7270303\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":70,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2015.2469722","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,10]]}}}