{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T09:03:53Z","timestamp":1774602233699,"version":"3.50.1"},"reference-count":55,"publisher":"World Scientific Pub Co Pte Lt","issue":"09","funder":[{"DOI":"10.13039\/501100001809","name":"NSF of China","doi-asserted-by":"crossref","award":["61772200"],"award-info":[{"award-number":["61772200"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSF of China","doi-asserted-by":"crossref","award":["61602175"],"award-info":[{"award-number":["61602175"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"NSF of China","doi-asserted-by":"crossref","award":["61702334"],"award-info":[{"award-number":["61702334"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Shanghai Pujiang Talent Program","award":["17PJ1401900"],"award-info":[{"award-number":["17PJ1401900"]}]},{"name":"The Shanghai Municipal Natural Science Foundation","award":["17ZR1406900"],"award-info":[{"award-number":["17ZR1406900"]}]},{"name":"The Shanghai Municipal Natural Science Foundation","award":["17ZR1429700"],"award-info":[{"award-number":["17ZR1429700"]}]},{"name":"Educational Research Fund of ECUST","award":["ZH1726108"],"award-info":[{"award-number":["ZH1726108"]}]},{"name":"The Collaborative Innovation Foundation of Shanghai Institute of Technology","award":["XTCX2016-20"],"award-info":[{"award-number":["XTCX2016-20"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Soft. Eng. Knowl. Eng."],"published-print":{"date-parts":[[2019,9]]},"abstract":"<jats:p> An effective method for addressing the configuration optimization problem (COP) in Software Product Lines (SPLs) is to deploy a multi-objective evolutionary algorithm, for example, the state-of-the-art SATIBEA. In this paper, an improved hybrid algorithm, called SATIBEA-LSSF, is proposed to further improve the algorithm performance of SATIBEA, which is composed of a multi-children generating strategy, an enhanced mutation strategy with local searching and an elite inheritance mechanism. Empirical results on the same case studies demonstrate that our algorithm significantly outperforms the state-of-the-art for four out of five SPLs on a quality Hypervolume indicator and the convergence speed. To verify the effectiveness and robustness of our algorithm, the parameter sensitivity analysis is discussed and three observations are reported in detail. <\/jats:p>","DOI":"10.1142\/s0218194019500426","type":"journal-article","created":{"date-parts":[[2019,10,10]],"date-time":"2019-10-10T07:31:29Z","timestamp":1570692689000},"page":"1347-1378","source":"Crossref","is-referenced-by-count":3,"title":["Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line"],"prefix":"10.1142","volume":"29","author":[{"given":"Kai","family":"Shi","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, P. R. China"},{"name":"Shanghai Key Laboratory of Computer Software Evaluating and Testing, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huiqun","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guisheng","family":"Fan","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianmei","family":"Guo","sequence":"additional","affiliation":[{"name":"Alibaba Group, Hangzhou, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liqiong","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingguang","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huaiying","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2019,10,10]]},"reference":[{"key":"S0218194019500426BIB001","volume-title":"Feature-Oriented Software Product Lines \u2014 Concepts and Implementation","author":"Apel S.","year":"2016"},{"key":"S0218194019500426BIB002","doi-asserted-by":"publisher","DOI":"10.1145\/1985793.1985795"},{"key":"S0218194019500426BIB003","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-013-9249-9"},{"key":"S0218194019500426BIB004","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2010.01.001"},{"key":"S0218194019500426BIB005","doi-asserted-by":"publisher","DOI":"10.1145\/2430502.2430513"},{"key":"S0218194019500426BIB006","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0091-x"},{"key":"S0218194019500426BIB007","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87700-4_65"},{"key":"S0218194019500426BIB008","volume-title":"Software Product Lines: Practices and Patterns","author":"Clements P.","year":"2001"},{"key":"S0218194019500426BIB009","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36970-8_16"},{"key":"S0218194019500426BIB010","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2011.05.014"},{"key":"S0218194019500426BIB011","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2010.5586354"},{"key":"S0218194019500426BIB012","first-page":"502","volume-title":"Proc. 6th Int. Conf. Theory and Applications of Satisfiability Testing","author":"E\u00e9n N.","year":"2003"},{"key":"S0218194019500426BIB013","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0591-1"},{"key":"S0218194019500426BIB014","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-017-0610-0"},{"key":"S0218194019500426BIB015","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180163"},{"key":"S0218194019500426BIB016","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2011.06.026"},{"key":"S0218194019500426BIB017","doi-asserted-by":"publisher","DOI":"10.1145\/2642937.2642971"},{"key":"S0218194019500426BIB018","doi-asserted-by":"publisher","DOI":"10.1109\/FOSE.2007.29"},{"key":"S0218194019500426BIB019","doi-asserted-by":"publisher","DOI":"10.1145\/2648511.2648513"},{"key":"S0218194019500426BIB020","doi-asserted-by":"publisher","DOI":"10.1016\/S0950-5849(01)00189-6"},{"key":"S0218194019500426BIB022","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2015.69"},{"key":"S0218194019500426BIB023","doi-asserted-by":"publisher","DOI":"10.1145\/2491627.2491635"},{"key":"S0218194019500426BIB024","doi-asserted-by":"publisher","DOI":"10.1145\/2897760"},{"key":"S0218194019500426BIB025","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-15892-1_8"},{"key":"S0218194019500426BIB027","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2002.1007013"},{"key":"S0218194019500426BIB028","first-page":"63","volume-title":"Proc. 26th Int. Conf. Software Engineering and Knowledge Engineering","author":"Lian X.","year":"2014"},{"key":"S0218194019500426BIB029","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2015.7081829"},{"key":"S0218194019500426BIB030","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2190401"},{"key":"S0218194019500426BIB031","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2016.17"},{"key":"S0218194019500426BIB033","doi-asserted-by":"publisher","DOI":"10.1145\/2593882.2593888"},{"key":"S0218194019500426BIB034","doi-asserted-by":"publisher","DOI":"10.1145\/2729974"},{"key":"S0218194019500426BIB035","doi-asserted-by":"publisher","DOI":"10.1002\/smr.1870"},{"key":"S0218194019500426BIB036","first-page":"13","volume-title":"Proc. 7th Int. Conf. Theory and Applications of Satisfiability Testing","author":"Nudelman E.","year":"2004"},{"key":"S0218194019500426BIB037","doi-asserted-by":"publisher","DOI":"10.1145\/2648511.2648521"},{"key":"S0218194019500426BIB038","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2014.12.041"},{"key":"S0218194019500426BIB039","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-28901-1"},{"key":"S0218194019500426BIB040","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2017.08.010"},{"key":"S0218194019500426BIB041","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884830"},{"key":"S0218194019500426BIB042","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2013.6693104"},{"key":"S0218194019500426BIB043","doi-asserted-by":"publisher","DOI":"10.1109\/CMSBSE.2013.6604432"},{"key":"S0218194019500426BIB044","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2013.6606595"},{"key":"S0218194019500426BIB045","author":"Schaerf A.","year":"2001","journal-title":"CoRR"},{"key":"S0218194019500426BIB046","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME.2017.32"},{"key":"S0218194019500426BIB047","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.12.048"},{"key":"S0218194019500426BIB048","doi-asserted-by":"publisher","DOI":"10.1109\/4235.974840"},{"key":"S0218194019500426BIB049","doi-asserted-by":"publisher","DOI":"10.1145\/2771783.2771808"},{"issue":"2","key":"S0218194019500426BIB050","first-page":"101","volume":"25","author":"Vargha A.","year":"2000","journal-title":"J. Educ. Behav. Stat."},{"key":"S0218194019500426BIB051","first-page":"209","volume-title":"Proc. 12th Int. Conf. Software Product Lines SPLC, Second Volume (Workshops)","author":"White J.","year":"2008"},{"key":"S0218194019500426BIB052","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622011004580"},{"key":"S0218194019500426BIB053","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2017.02.044"},{"key":"S0218194019500426BIB054","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.07.040"},{"key":"S0218194019500426BIB055","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2240687"},{"key":"S0218194019500426BIB056","doi-asserted-by":"publisher","DOI":"10.1145\/1273463.1273483"},{"key":"S0218194019500426BIB057","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30217-9_84"},{"key":"S0218194019500426BIB058","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2003.810758"}],"container-title":["International Journal of Software Engineering and Knowledge Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218194019500426","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,10]],"date-time":"2019-10-10T07:31:37Z","timestamp":1570692697000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218194019500426"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":55,"journal-issue":{"issue":"09","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["10.1142\/S0218194019500426"],"URL":"https:\/\/doi.org\/10.1142\/s0218194019500426","relation":{},"ISSN":["0218-1940","1793-6403"],"issn-type":[{"value":"0218-1940","type":"print"},{"value":"1793-6403","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9]]}}}