{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T07:19:38Z","timestamp":1784099978260,"version":"3.55.0"},"reference-count":82,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","funder":[{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"crossref","award":["309315\/2020-4"],"award-info":[{"award-number":["309315\/2020-4"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Research Support Foundation of Rio Grande do Sul","award":["17\/2551-0001206-2"],"award-info":[{"award-number":["17\/2551-0001206-2"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Soft. Eng. Knowl. Eng."],"published-print":{"date-parts":[[2022,2]]},"abstract":"<jats:p> Search-Based Software Engineering (SBSE) is widely used in different fields of Software Engineering, notoriously, in Enterprise Application Integrations (EAIs). EAI encompasses methodologies, techniques and tools that a software engineer can use to create integration solutions. SBSE is currently an active research topic of increasing interest. The number and diversity of publications produced yearly are large to the extent that it is hard to identify the active research groups, their locations, techniques used and research topics that have not received enough attention. To answer these questions categorically, we have conducted systematic mapping study of the literature. In this paper, we report our methodology and findings. In our study, we used systematic search strategies that resulted in the retrieval of 560 articles, of which we first selected 25. Second, on the basis of the authors\u2019 experience, we included eight additional articles. Finally, we used a snowballing sample technique to include another 12 articles. The results demonstrate that during the last two decades (1999\u20132020) EAI has benefited from the use of Search-Based Software Engineering techniques. <\/jats:p>","DOI":"10.1142\/s0218194022500140","type":"journal-article","created":{"date-parts":[[2022,4,5]],"date-time":"2022-04-05T10:42:30Z","timestamp":1649155350000},"page":"163-191","source":"Crossref","is-referenced-by-count":1,"title":["A Systematic Mapping Study of Search-Based Software Engineering for Enterprise Application Integration"],"prefix":"10.1142","volume":"32","author":[{"given":"Angela","family":"Mazzonetto","sequence":"first","affiliation":[{"name":"Department of Exact Sciences and Engineering, Uniju\u00ed University, Iju\u00ed - RS - Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rafael Z.","family":"Frantz","sequence":"additional","affiliation":[{"name":"Department of Exact Sciences and Engineering, Uniju\u00ed University, Iju\u00ed - RS - Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fabricia","family":"Roos-Frantz","sequence":"additional","affiliation":[{"name":"Department of Exact Sciences and Engineering, Uniju\u00ed University, Iju\u00ed - RS - Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos","family":"Molina-Jimenez","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, University of Cambridge, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandro","family":"Sawicki","sequence":"additional","affiliation":[{"name":"Department of Exact Sciences and Engineering, Uniju\u00ed University, Iju\u00ed - RS - Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"219","published-online":{"date-parts":[[2022,4,25]]},"reference":[{"key":"S0218194022500140BIB001","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.jss.2016.02.003","volume":"117","author":"Manikas K.","year":"2016","journal-title":"J. Syst. Softw."},{"key":"S0218194022500140BIB002","volume-title":"Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions","author":"Hohpe G.","year":"2011"},{"issue":"10","key":"S0218194022500140BIB003","doi-asserted-by":"crossref","first-page":"1531","DOI":"10.1002\/spe.2733","volume":"49","author":"Frantz R. Z.","year":"2019","journal-title":"Softw. - Pract. Exp."},{"key":"S0218194022500140BIB004","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2916"},{"key":"S0218194022500140BIB005","first-page":"88","volume-title":"ACM Int. Conf. Distributed and Event-Based Systems","author":"Ritter D.","year":"2018"},{"key":"S0218194022500140BIB006","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.03.001"},{"key":"S0218194022500140BIB007","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2015.09.001"},{"issue":"1","key":"S0218194022500140BIB008","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1145\/2379776.2379787","volume":"45","author":"Harman M.","year":"2012","journal-title":"ACM Comput. Surv."},{"key":"S0218194022500140BIB009","doi-asserted-by":"publisher","DOI":"10.1016\/S0950-5849(01)00189-6"},{"key":"S0218194022500140BIB010","first-page":"1","volume-title":"Proc. Int. Workshop on Evidential Assessment of Software Technologies","author":"Kitchenham B.","year":"2007"},{"issue":"100","key":"S0218194022500140BIB011","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.infsof.2015.03.007","volume":"64","author":"Petersen K.","year":"2015","journal-title":"Inf. Softw. Technol."},{"key":"S0218194022500140BIB012","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2012.64"},{"key":"S0218194022500140BIB013","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1007\/978-3-642-39742-4_15","volume-title":"5th Int. Symp. Search Based Software Engineering","author":"Pitangueira A.","year":"2013"},{"issue":"1","key":"S0218194022500140BIB014","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1186\/2195-1721-2-3","volume":"2","author":"Assun\u00e7\u00e3o W. K.","year":"2014","journal-title":"J. Softw. Eng. Res. Devel."},{"issue":"10","key":"S0218194022500140BIB015","first-page":"1","volume":"5","author":"Meignan D.","year":"2015","journal-title":"Trans. Interact. Intell. Syst."},{"key":"S0218194022500140BIB016","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/j.jss.2014.09.038","volume":"103","author":"Pitangueira A. M.","year":"2015","journal-title":"J. Syst. Softw."},{"issue":"1","key":"S0218194022500140BIB017","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/s00766-016-0258-2","volume":"23","author":"Ambreen T.","year":"2016","journal-title":"Requir. Eng."},{"key":"S0218194022500140BIB018","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.infsof.2016.11.009","volume":"83","author":"Mariani T.","year":"2017","journal-title":"Inf. Softw. Technol."},{"key":"S0218194022500140BIB019","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2016.01.017"},{"issue":"1","key":"S0218194022500140BIB020","doi-asserted-by":"crossref","first-page":"49","DOI":"10.4018\/JITR.2018010104","volume":"11","author":"Vegendla A.","year":"2018","journal-title":"J. Inform. Technol. Res."},{"key":"S0218194022500140BIB021","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.scico.2018.08.001","volume":"168","author":"Ameller D.","year":"2018","journal-title":"Sci. Comput. Program."},{"key":"S0218194022500140BIB022","first-page":"35","volume-title":"Int. Conf. Software Engineering","author":"Ros R.","year":"2018"},{"issue":"4","key":"S0218194022500140BIB023","doi-asserted-by":"crossref","first-page":"1327","DOI":"10.1007\/s11219-017-9386-2","volume":"26","author":"Gurbuz H. G.","year":"2018","journal-title":"Softw. Q. J."},{"key":"S0218194022500140BIB024","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2017.12.001"},{"key":"S0218194022500140BIB025","first-page":"15","volume-title":"Ibero-American Conf. Software Engineering","author":"Villalobos-Arias M.","year":"2018"},{"key":"S0218194022500140BIB026","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.infsof.2017.08.013","volume":"93","author":"Franco E. F.","year":"2018","journal-title":"Inf. Softw. Technol."},{"issue":"1","key":"S0218194022500140BIB027","first-page":"133","volume":"12","author":"Tahir T.","year":"2018","journal-title":"E-Inform. Softw. Eng. J."},{"key":"S0218194022500140BIB028","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1007\/978-3-319-99241-9_6","volume-title":"Int. Symp. Search Based Software Engineering","volume":"11036","author":"Souza J.","year":"2018"},{"issue":"8","key":"S0218194022500140BIB029","doi-asserted-by":"crossref","first-page":"760","DOI":"10.1109\/TSE.2018.2803055","volume":"45","author":"Ram\u00edrez A.","year":"2019","journal-title":"IEEE Trans. Softw. Eng."},{"key":"S0218194022500140BIB030","first-page":"17","volume-title":"Ibero-American Conf. Software Engineering","author":"Real G. A. C. V.","year":"2019"},{"key":"S0218194022500140BIB031","doi-asserted-by":"crossref","first-page":"1","DOI":"10.19153\/cleiej.22.1.4","volume":"22","author":"Morales-Trujillo M. E.","year":"2019","journal-title":"CLEI Electron. J."},{"key":"S0218194022500140BIB032","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-020-00205-3"},{"key":"S0218194022500140BIB033","first-page":"13","volume-title":"Int. Conf. Product-Focused Software Process Improvement","author":"Cerqueira L. D.","year":"2016"},{"issue":"10","key":"S0218194022500140BIB034","doi-asserted-by":"crossref","first-page":"2594","DOI":"10.1016\/j.jss.2013.04.076","volume":"86","author":"Wohlin C.","year":"2013","journal-title":"J. Syst. Softw."},{"key":"S0218194022500140BIB035","first-page":"3","volume":"51","author":"Kitchenham B. A.","year":"2006","journal-title":"Inf. Softw. Technol."},{"key":"S0218194022500140BIB036","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-4625-2"},{"key":"S0218194022500140BIB038","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3291047","volume":"51","author":"Pinto S.","year":"2019","journal-title":"ACM Comput. Surv."},{"key":"S0218194022500140BIB039","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1145\/1666420.1666444","volume":"53","author":"Gentry C.","year":"2010","journal-title":"Commun. ACM"},{"issue":"3","key":"S0218194022500140BIB043","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/j.aei.2005.05.013","volume":"19","author":"Caseau Y.","year":"2005","journal-title":"Adv. Eng. Inf."},{"key":"S0218194022500140BIB044","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2006.02.007"},{"key":"S0218194022500140BIB045","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1007\/11805588_4","volume-title":"Data and Applications Security XX","author":"Wimmer M.","year":"2006"},{"issue":"1","key":"S0218194022500140BIB046","first-page":"116","volume":"325","author":"Boehm M.","year":"2007","journal-title":"CEUR Workshop Proceedings"},{"key":"S0218194022500140BIB047","first-page":"1479","volume-title":"Proc. ACM Conf. Information and Knowledge Management","author":"Boehm M.","year":"2008"},{"issue":"2","key":"S0218194022500140BIB048","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1002\/sys.20092","volume":"11","author":"Tahan M.","year":"2008","journal-title":"Syst. Eng."},{"issue":"5","key":"S0218194022500140BIB049","first-page":"105","volume":"340","author":"Boehm M.","year":"2009","journal-title":"CEUR Workshop Proc."},{"key":"S0218194022500140BIB050","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1007\/978-3-642-01347-8_4","volume-title":"Int. Conf. Enterprise Information Systems","author":"Boehm M.","year":"2009"},{"key":"S0218194022500140BIB051","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1007\/978-3-642-04238-6_53","volume-title":"Int. Conf. Logic Programming and Nonmonotonic Reasoning","author":"Leone N.","year":"2009"},{"key":"S0218194022500140BIB052","first-page":"299","volume-title":"Int. Conf. Intelligent Computer Communication and Processing","author":"Pop F.","year":"2009"},{"issue":"4","key":"S0218194022500140BIB053","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1007\/s10617-009-9041-7","volume":"13","author":"Islam S.","year":"2009","journal-title":"Des. Autom. Embed. Syst."},{"issue":"8","key":"S0218194022500140BIB054","first-page":"2617","volume":"6","author":"Yang Z.","year":"2010","journal-title":"J. Comput. Inf. Syst."},{"key":"S0218194022500140BIB055","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1007\/978-3-642-13136-3_22","volume-title":"Int. Conf. Algorithms and Architectures for Parallel Processing","author":"Li W.","year":"2010"},{"issue":"1","key":"S0218194022500140BIB056","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.is.2010.06.007","volume":"36","author":"Boehm M.","year":"2011","journal-title":"Inf. Syst."},{"key":"S0218194022500140BIB057","first-page":"193","volume-title":"IEEE Ninth Int. Symp. Parallel and Distributed Processing with Applications Workshops","author":"Kousalya G.","year":"2011"},{"issue":"1","key":"S0218194022500140BIB058","doi-asserted-by":"crossref","first-page":"1387","DOI":"10.1002\/j.2334-5837.2012.tb01410.x","volume":"22","author":"Tahan M.","year":"2012","journal-title":"INCOSE Int. Symp."},{"key":"S0218194022500140BIB059","first-page":"512","volume-title":"Int. Conf. Software Engineering","author":"Frey S.","year":"2013"},{"key":"S0218194022500140BIB060","first-page":"1840","volume-title":"IEEE Congress Evolutionary Computation","author":"Yu Y.","year":"2014"},{"issue":"4","key":"S0218194022500140BIB061","doi-asserted-by":"crossref","first-page":"977","DOI":"10.1016\/j.procs.2015.08.616","volume":"64","author":"Hern\u00e1ndez I.","year":"2015","journal-title":"Procedia Comput. Sci."},{"key":"S0218194022500140BIB062","first-page":"6","volume-title":"Workshop on Algorithms and Systems for MapReduce and Beyond","author":"Kaniovskyi Y.","year":"2017"},{"key":"S0218194022500140BIB063","first-page":"215","volume-title":"Proc. ACM Int. Conf. Distributed and Event-Based Systems","author":"Ritter D.","year":"2017"},{"key":"S0218194022500140BIB064","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1145\/3210284.3210295","volume-title":"Proc. ACM Int. Conf. Distributed and Event-Based Systems","author":"Ritter D.","year":"2018"},{"key":"S0218194022500140BIB065","first-page":"675","volume-title":"Supercomputing","author":"Nasonov D.","year":"2018"},{"key":"S0218194022500140BIB066","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2018.11.006"},{"key":"S0218194022500140BIB067","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1007\/978-3-030-44534-8_3","volume-title":"Applied Reconfigurable Computing. Architectures, Tools, and Applications","author":"Drewes A.","year":"2020"},{"key":"S0218194022500140BIB068","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1145\/304182.304209","volume-title":"Proc. 1999 ACM SIGMOD Int. Conf. Management of Data","author":"Ives Z. G.","year":"1999"},{"issue":"1","key":"S0218194022500140BIB069","first-page":"221","volume":"1202","author":"Gao Y.","year":"2006","journal-title":"Wuhan Univ. J. Nat. Sci."},{"issue":"4","key":"S0218194022500140BIB070","first-page":"247","volume":"21","author":"Aversano L.","year":"2006","journal-title":"Comput. Syst. Sci. Eng."},{"key":"S0218194022500140BIB071","first-page":"72","volume-title":"IEEE Int. Conf. Web Services","author":"Berbner R.","year":"2006"},{"key":"S0218194022500140BIB072","first-page":"615","volume-title":"Proc. Int. Conf. Very Large Data Bases","author":"Vrhovnik M.","year":"2007"},{"key":"S0218194022500140BIB073","first-page":"280","volume-title":"Proc. Nineteenth Annual ACM Symp. Parallel Algorithms and Architectures","author":"Dongarra J. J.","year":"2007"},{"key":"S0218194022500140BIB074","first-page":"5","volume-title":"Proc. Int. Conf. Enterprise Information Systems","author":"Boehm M.","year":"2010"},{"key":"S0218194022500140BIB075","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/978-3-642-21863-7_11","volume-title":"Int. Conf. Business Information Systems","author":"Niedermann F.","year":"2011"},{"issue":"4","key":"S0218194022500140BIB076","first-page":"148","volume":"6","author":"Weintraub E.","year":"2015","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"S0218194022500140BIB077","first-page":"1","volume-title":"Proc. 2012 IEEE Int. Conf. Computer Supported Cooperative Work in Design","author":"Wang L.","year":"2016"},{"key":"S0218194022500140BIB078","doi-asserted-by":"crossref","first-page":"15387","DOI":"10.1007\/s10586-018-2604-2","volume":"22","author":"Arul U.","year":"2018","journal-title":"Cluster Comput."},{"key":"S0218194022500140BIB079","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1007\/978-3-030-36691-9_52","volume-title":"Business Information Systems Workshops","author":"Kruse F.","year":"2019"},{"key":"S0218194022500140BIB080","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1007\/978-3-642-15576-5_50","volume-title":"Proc. Fourteenth East-European Conf. Advances in Databases and Information Systems","author":"Mederly P.","year":"2010"},{"key":"S0218194022500140BIB081","first-page":"16","volume-title":"Central and East European Conf. Software Engineering Techniques","author":"Mederly P.","year":"2012"},{"key":"S0218194022500140BIB082","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.is.2014.03.005","volume":"45","author":"Boehm M.","year":"2014","journal-title":"Inf. Syst."},{"key":"S0218194022500140BIB083","first-page":"90","volume-title":"Actual Problems of Systems and Software Engineering","author":"Frenkel S.","year":"2019"},{"key":"S0218194022500140BIB085","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1007\/978-981-10-8848-3_56","volume-title":"Software Engineering","author":"Gupta V.","year":"2019"},{"key":"S0218194022500140BIB086","doi-asserted-by":"crossref","first-page":"1292","DOI":"10.1080\/17517575.2019.1633692","volume":"13","author":"Freire D.","year":"2019","journal-title":"Enterp. Inf. Syst."},{"key":"S0218194022500140BIB087","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1504\/IJCAT.2020.104692","volume":"62","author":"Freire D. L.","year":"2020","journal-title":"Int. J. Comput. Appl. Technol."}],"container-title":["International Journal of Software Engineering and Knowledge Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218194022500140","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,26]],"date-time":"2022-04-26T02:43:31Z","timestamp":1650941011000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0218194022500140"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2]]},"references-count":82,"journal-issue":{"issue":"02","published-print":{"date-parts":[[2022,2]]}},"alternative-id":["10.1142\/S0218194022500140"],"URL":"https:\/\/doi.org\/10.1142\/s0218194022500140","relation":{},"ISSN":["0218-1940","1793-6403"],"issn-type":[{"value":"0218-1940","type":"print"},{"value":"1793-6403","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2]]}}}