{"id":"https://openalex.org/W2896621420","doi":"https://doi.org/10.1109/cec.2018.8477715","title":"Multi-Modal Optimization by Multi-Gene Genetic Programming","display_name":"Multi-Modal Optimization by Multi-Gene Genetic Programming","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896621420","doi":"https://doi.org/10.1109/cec.2018.8477715","mag":"2896621420"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2018.8477715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5078138425","display_name":"Rogerio Cortez Brito Leite Povoa","orcid":"https://orcid.org/0000-0003-4870-8887"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rogerio C. B. L. Povoa","raw_affiliation_strings":["Department of Electrical Engineering, PUC-Rio, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, PUC-Rio, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071702962","display_name":"Adriano Koshiyama","orcid":"https://orcid.org/0000-0001-7536-1503"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adriano S. Koshiyama","raw_affiliation_strings":["Department of Computer Science, UCL, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UCL, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063772137","display_name":"Douglas Mota Dias","orcid":"https://orcid.org/0000-0002-1783-6352"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Douglas M. Dias","raw_affiliation_strings":["Dep. of Electronics and Telecommunications, UERJ, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Electronics and Telecommunications, UERJ, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073885835","display_name":"P. L. Souza","orcid":"https://orcid.org/0000-0001-8752-5958"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Patricia L. Souza","raw_affiliation_strings":["PUC-Rio, LabSem/CETUC, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PUC-Rio, LabSem/CETUC, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025905549","display_name":"Bruno A. C. Horta","orcid":"https://orcid.org/0000-0002-3952-1474"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruno A.C. Horta","raw_affiliation_strings":["UFRJ, Institute of Chemistry, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFRJ, Institute of Chemistry, Rio de Janeiro, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6758,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78100428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7362774610519409},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7013190984725952},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6701345443725586},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5919183492660522},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5641828775405884},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5563169717788696},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5253949761390686},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.48448464274406433},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45422178506851196},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4431005120277405},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38296276330947876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3112044334411621},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30862921476364136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11418810486793518},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06972593069076538}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362774610519409},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7013190984725952},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6701345443725586},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5919183492660522},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5641828775405884},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5563169717788696},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5253949761390686},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.48448464274406433},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45422178506851196},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4431005120277405},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38296276330947876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3112044334411621},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30862921476364136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11418810486793518},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06972593069076538},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2018.8477715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320336557","display_name":"Ci\u00eancia sem Fronteiras","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1507965776","https://openalex.org/W1516972762","https://openalex.org/W1521042556","https://openalex.org/W1526455201","https://openalex.org/W1542000206","https://openalex.org/W1576818901","https://openalex.org/W1861064123","https://openalex.org/W1942654309","https://openalex.org/W2000950277","https://openalex.org/W2013318791","https://openalex.org/W2017258920","https://openalex.org/W2031592273","https://openalex.org/W2064259640","https://openalex.org/W2084857586","https://openalex.org/W2096166399","https://openalex.org/W2099129608","https://openalex.org/W2104274529","https://openalex.org/W2108398740","https://openalex.org/W2121044470","https://openalex.org/W2126926002","https://openalex.org/W2128607364","https://openalex.org/W2132147811","https://openalex.org/W2145088232","https://openalex.org/W2158297292","https://openalex.org/W2182722412","https://openalex.org/W2291356055","https://openalex.org/W2464527493","https://openalex.org/W2527572108","https://openalex.org/W2771976178","https://openalex.org/W4285271928","https://openalex.org/W6630241565","https://openalex.org/W6639270966","https://openalex.org/W6671547856","https://openalex.org/W6678230397","https://openalex.org/W6678845729","https://openalex.org/W6681368212","https://openalex.org/W6683280300","https://openalex.org/W6727810767"],"related_works":["https://openalex.org/W2031035514","https://openalex.org/W1981084155","https://openalex.org/W2064754602","https://openalex.org/W2386922710","https://openalex.org/W2350523565","https://openalex.org/W2393028097","https://openalex.org/W3182481902","https://openalex.org/W1483787881","https://openalex.org/W2073617574","https://openalex.org/W2130815404"],"abstract_inverted_index":{"Genetic":[0],"programming":[1,49,115],"techniques":[2,60],"allow":[3],"flexibility":[4],"in":[5,15,28,71],"the":[6,63,68],"optimization":[7],"process,":[8],"making":[9],"it":[10],"possible":[11],"to":[12,26,50,66,73,81,99],"use":[13],"them":[14],"different":[16,94],"areas":[17,30],"of":[18,42],"knowledge":[19],"and":[20,33,96],"providing":[21],"new":[22,44,55,102,109],"ways":[23],"for":[24,84,119],"specialists":[25],"advance":[27],"their":[29],"more":[31,34,123],"quickly":[32],"accurately.":[35],"This":[36],"work":[37],"presents":[38],"a":[39,43,75,85,89,125],"preliminary":[40],"analysis":[41,105],"method":[45,111],"using":[46,112],"multi-gene":[47,113],"genetic":[48,114],"multimodal":[51],"numerical":[52],"optimization.":[53],"The":[54],"algorithm":[56],"uses":[57],"some":[58],"niching":[59],"based":[61],"on":[62],"clear":[64],"procedure":[65],"maintain":[67],"population":[69],"diversity,":[70],"order":[72],"perform":[74],"multivariate":[76],"mapping":[77],"among":[78],"initial":[79],"guesses":[80],"optimal":[82],"parameters":[83],"system.":[86],"We":[87],"used":[88,118],"multi-modal":[90,110],"benchmark":[91],"set":[92],"with":[93],"characteristics":[95],"difficulty":[97],"levels":[98],"evaluate":[100],"this":[101,108],"algorithm.":[103],"Statistical":[104],"suggested":[106],"that":[107,121],"can":[116],"be":[117],"problems":[120],"requires":[122],"than":[124],"single":[126],"solution.":[127]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}