{"id":"https://openalex.org/W2142789658","doi":"https://doi.org/10.1109/tevc.2011.2169968","title":"Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering","display_name":"Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering","publication_year":2012,"publication_date":"2012-02-10","ids":{"openalex":"https://openalex.org/W2142789658","doi":"https://doi.org/10.1109/tevc.2011.2169968","mag":"2142789658"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2011.2169968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2011.2169968","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015127498","display_name":"Alfredo Arias-Monta\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alfredo Arias-Montano","raw_affiliation_strings":["Department of Computer Science, Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, M\u00e9xico, D.F., Mexico","Dept. of Comput. Sci., Inst. Politec. Nac., Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, M\u00e9xico, D.F., Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Inst. Politec. Nac., Mexico City, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085548317","display_name":"Carlos A. Coello Coello","orcid":"https://orcid.org/0000-0002-8435-680X"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]},{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos A. Coello Coello","raw_affiliation_strings":["Department of Computer Science, Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, M\u00e9xico, D.F., Mexico","Dept. of Comput. Sci., Inst. Politec. Nac., Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional, M\u00e9xico, D.F., Mexico","institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Inst. Politec. Nac., Mexico City, Mexico","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058469717","display_name":"Efr\u00e9n Mezura\u2010Montes","orcid":"https://orcid.org/0000-0002-1565-5267"},"institutions":[{"id":"https://openalex.org/I3129323158","display_name":"Universidad de Xalapa","ror":"https://ror.org/02aneaq95","country_code":"MX","type":"education","lineage":["https://openalex.org/I3129323158"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Efr\u00e9n Mezura-Montes","raw_affiliation_strings":["Department of Computer Science, National Laboratory for Advanced Informatics, Xalapa, Veracruz, Mexico","Dept. of Comput. Sci., Nat. Lab. for Adv. Inf., Veracruz, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Laboratory for Advanced Informatics, Xalapa, Veracruz, Mexico","institution_ids":["https://openalex.org/I3129323158"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Nat. Lab. for Adv. Inf., Veracruz, Mexico","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015127498"],"corresponding_institution_ids":["https://openalex.org/I59361560","https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":15.5002,"has_fulltext":false,"cited_by_count":149,"citation_normalized_percentile":{"value":0.99458092,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"16","issue":"5","first_page":"662","last_page":"694"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11524","display_name":"Advanced Aircraft Design and Technologies","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aerospace","display_name":"Aerospace","score":0.8525004386901855},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.709067702293396},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.668624222278595},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6403872966766357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6371213793754578},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4796188771724701},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4762601852416992},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43774980306625366},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4254003167152405},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2599371671676636},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23315873742103577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20066332817077637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14557334780693054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12820672988891602},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.10667002201080322}],"concepts":[{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.8525004386901855},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.709067702293396},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.668624222278595},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6403872966766357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6371213793754578},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4796188771724701},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4762601852416992},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43774980306625366},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4254003167152405},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2599371671676636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23315873742103577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20066332817077637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14557334780693054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12820672988891602},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.10667002201080322},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2011.2169968","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2011.2169968","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":214,"referenced_works":["https://openalex.org/W9873605","https://openalex.org/W16619758","https://openalex.org/W43011389","https://openalex.org/W54502095","https://openalex.org/W55345662","https://openalex.org/W58057073","https://openalex.org/W71960263","https://openalex.org/W153801447","https://openalex.org/W160104096","https://openalex.org/W186763166","https://openalex.org/W264036554","https://openalex.org/W1491237923","https://openalex.org/W1497465174","https://openalex.org/W1507015292","https://openalex.org/W1510052597","https://openalex.org/W1525375343","https://openalex.org/W1530060720","https://openalex.org/W1530828404","https://openalex.org/W1540706608","https://openalex.org/W1552232626","https://openalex.org/W1553373771","https://openalex.org/W1558955087","https://openalex.org/W1566179750","https://openalex.org/W1571429435","https://openalex.org/W1571758719","https://openalex.org/W1575663621","https://openalex.org/W1576426930","https://openalex.org/W1585939719","https://openalex.org/W1591685808","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1602193096","https://openalex.org/W1604727913","https://openalex.org/W1612556207","https://openalex.org/W1639032689","https://openalex.org/W1691366073","https://openalex.org/W1820211670","https://openalex.org/W1853444542","https://openalex.org/W1879678483","https://openalex.org/W1887414450","https://openalex.org/W1905847227","https://openalex.org/W1965741506","https://openalex.org/W1967198835","https://openalex.org/W1969310553","https://openalex.org/W1970620780","https://openalex.org/W1971581014","https://openalex.org/W1972125300","https://openalex.org/W1972894197","https://openalex.org/W1974438667","https://openalex.org/W1976076803","https://openalex.org/W1976231050","https://openalex.org/W1976765343","https://openalex.org/W1980438969","https://openalex.org/W1981370821","https://openalex.org/W1985592293","https://openalex.org/W1986172269","https://openalex.org/W1990637873","https://openalex.org/W1992845010","https://openalex.org/W1993135107","https://openalex.org/W1994739836","https://openalex.org/W1995781790","https://openalex.org/W1996587137","https://openalex.org/W1997540320","https://openalex.org/W2007461089","https://openalex.org/W2010389797","https://openalex.org/W2010785731","https://openalex.org/W2012451526","https://openalex.org/W2016268734","https://openalex.org/W2024060531","https://openalex.org/W2025525377","https://openalex.org/W2026969393","https://openalex.org/W2029142282","https://openalex.org/W2030347721","https://openalex.org/W2033630480","https://openalex.org/W2033741116","https://openalex.org/W2038420231","https://openalex.org/W2039184361","https://openalex.org/W2040288444","https://openalex.org/W2045595701","https://openalex.org/W2046793247","https://openalex.org/W2046897076","https://openalex.org/W2047663148","https://openalex.org/W2053554104","https://openalex.org/W2053900989","https://openalex.org/W2058336965","https://openalex.org/W2063375245","https://openalex.org/W2069392526","https://openalex.org/W2069901738","https://openalex.org/W2071284029","https://openalex.org/W2071952006","https://openalex.org/W2075539402","https://openalex.org/W2078271861","https://openalex.org/W2083156905","https://openalex.org/W2084771799","https://openalex.org/W2085010828","https://openalex.org/W2086326509","https://openalex.org/W2087070363","https://openalex.org/W2089287823","https://openalex.org/W2092582887","https://openalex.org/W2095771532","https://openalex.org/W2096926731","https://openalex.org/W2098907614","https://openalex.org/W2101327302","https://openalex.org/W2102546756","https://openalex.org/W2103476212","https://openalex.org/W2106019059","https://openalex.org/W2106334424","https://openalex.org/W2107961350","https://openalex.org/W2109443480","https://openalex.org/W2113205870","https://openalex.org/W2115730725","https://openalex.org/W2116661285","https://openalex.org/W2118085536","https://openalex.org/W2122471366","https://openalex.org/W2122530616","https://openalex.org/W2123485079","https://openalex.org/W2124835446","https://openalex.org/W2126105956","https://openalex.org/W2126926002","https://openalex.org/W2129060777","https://openalex.org/W2133265281","https://openalex.org/W2133459358","https://openalex.org/W2136918060","https://openalex.org/W2139248159","https://openalex.org/W2140066605","https://openalex.org/W2141467859","https://openalex.org/W2143381319","https://openalex.org/W2143685888","https://openalex.org/W2144817476","https://openalex.org/W2147058700","https://openalex.org/W2147328401","https://openalex.org/W2149599177","https://openalex.org/W2149760484","https://openalex.org/W2150881546","https://openalex.org/W2155019998","https://openalex.org/W2156656541","https://openalex.org/W2158782713","https://openalex.org/W2160172374","https://openalex.org/W2162478582","https://openalex.org/W2162579012","https://openalex.org/W2165626989","https://openalex.org/W2166572604","https://openalex.org/W2167145078","https://openalex.org/W2167580870","https://openalex.org/W2210195496","https://openalex.org/W2245192865","https://openalex.org/W2256578114","https://openalex.org/W2261054240","https://openalex.org/W2266711332","https://openalex.org/W2277452449","https://openalex.org/W2300985800","https://openalex.org/W2312248225","https://openalex.org/W2313074863","https://openalex.org/W2313773515","https://openalex.org/W2314447778","https://openalex.org/W2315493796","https://openalex.org/W2315875923","https://openalex.org/W2315917802","https://openalex.org/W2316291976","https://openalex.org/W2316430657","https://openalex.org/W2317031675","https://openalex.org/W2318002353","https://openalex.org/W2319888886","https://openalex.org/W2324427771","https://openalex.org/W2324586006","https://openalex.org/W2324771910","https://openalex.org/W2326434114","https://openalex.org/W2326641952","https://openalex.org/W2327535829","https://openalex.org/W2328045474","https://openalex.org/W2328843013","https://openalex.org/W2329401945","https://openalex.org/W2329442890","https://openalex.org/W2329933684","https://openalex.org/W2330024737","https://openalex.org/W2330918758","https://openalex.org/W2333337936","https://openalex.org/W2333382439","https://openalex.org/W2402412545","https://openalex.org/W2436767573","https://openalex.org/W2463564488","https://openalex.org/W2466307101","https://openalex.org/W2491772710","https://openalex.org/W2574717559","https://openalex.org/W2618154558","https://openalex.org/W2622809129","https://openalex.org/W2744144499","https://openalex.org/W2797148637","https://openalex.org/W3020887765","https://openalex.org/W3023540311","https://openalex.org/W3103455249","https://openalex.org/W3105257780","https://openalex.org/W3186701055","https://openalex.org/W4250310883","https://openalex.org/W4285719527","https://openalex.org/W4301347335","https://openalex.org/W4301808339","https://openalex.org/W6602202835","https://openalex.org/W6602246003","https://openalex.org/W6602362948","https://openalex.org/W6606403875","https://openalex.org/W6607586867","https://openalex.org/W6609835690","https://openalex.org/W6631406560","https://openalex.org/W6635097213","https://openalex.org/W6636658889","https://openalex.org/W6638189286","https://openalex.org/W6639017412","https://openalex.org/W6656537966","https://openalex.org/W6678551067","https://openalex.org/W6680092715","https://openalex.org/W6680838134","https://openalex.org/W6684556214","https://openalex.org/W6718428502"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2890524932","https://openalex.org/W85101999","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,34,52,97,100,110,113,152,156],"solution":[2],"of":[3,28,36,66,70,83,85,99,112,123,126,137,155],"multiobjective":[4,56],"optimization":[5],"problems":[6,114],"in":[7,87,104],"aeronautical":[8,88,146],"and":[9,72,79,89,121,142,147],"aerospace":[10,90,148],"engineering":[11,149],"has":[12],"become":[13,61],"a":[14,77,80,135],"standard":[15],"practice.":[16],"These":[17],"two":[18],"fields":[19],"offer":[20],"highly":[21],"complex":[22],"search":[23,38],"spaces":[24],"with":[25,117],"different":[26],"sources":[27],"difficulty,":[29],"which":[30,166],"are":[31,128],"amenable":[32],"to":[33,49],"use":[35],"alternative":[37],"techniques":[39],"such":[40],"as":[41,107,109],"metaheuristics,":[42],"since":[43],"they":[44],"require":[45],"little":[46],"domain":[47],"information":[48],"operate.":[50],"From":[51],"several":[53],"metaheuristics":[54],"available,":[55],"evolutionary":[57],"algorithms":[58],"(MOEAs)":[59],"have":[60],"particularly":[62],"popular,":[63],"mainly":[64],"because":[65],"their":[67],"availability,":[68],"ease":[69],"use,":[71],"flexibility.":[73],"This":[74],"paper":[75],"presents":[76],"taxonomy":[78],"comprehensive":[81],"review":[82,94],"applications":[84],"MOEAs":[86,144],"design":[91],"problems.":[92,150],"The":[93,119],"includes":[95],"both":[96],"characteristics":[98],"specific":[101],"MOEA":[102],"adopted":[103],"each":[105,124],"case,":[106],"well":[108],"features":[111],"being":[115],"solved":[116],"them.":[118],"advantages":[120],"disadvantages":[122],"type":[125],"approach":[127],"also":[129,133],"briefly":[130],"addressed.":[131],"We":[132],"provide":[134,159],"set":[136],"general":[138],"guidelines":[139],"for":[140,145,163],"using":[141],"designing":[143],"In":[151],"final":[153],"part":[154],"paper,":[157],"we":[158,167],"some":[160],"potential":[161],"paths":[162],"future":[164],"research,":[165],"consider":[168],"promising":[169],"within":[170],"this":[171],"area.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":22},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}