{"id":"https://openalex.org/W2012816980","doi":"https://doi.org/10.1145/2739480.2754819","title":"GEFPSO","display_name":"GEFPSO","publication_year":2015,"publication_date":"2015-07-07","ids":{"openalex":"https://openalex.org/W2012816980","doi":"https://doi.org/10.1145/2739480.2754819","mag":"2012816980"},"language":"en","primary_location":{"id":"doi:10.1145/2739480.2754819","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078294323","display_name":"P\u00e9ricles Miranda","orcid":"https://orcid.org/0000-0002-5767-7544"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"P\u00e9ricles Barbosa Miranda","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco, Recife, Brazil","Universidade Federal Rural de Pernambuco, Recife, BRAZIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]},{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco, Recife, BRAZIL","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083998049","display_name":"Ricardo B. C. Prud\u00eancio","orcid":"https://orcid.org/0000-0001-7084-1233"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Bastos Prud\u00eancio","raw_affiliation_strings":["Universidade Federal de Pernambuco, Recife, Brazil","Universidade federal de Pernambuco, Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Universidade federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0576,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88954534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1087","last_page":"1094"},"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":0.9994000196456909,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6531538963317871},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5985807776451111},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5071625709533691},{"id":"https://openalex.org/keywords/topology-optimization","display_name":"Topology optimization","score":0.417568564414978},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4170920252799988},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.41520237922668457},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3659013509750366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21831080317497253},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.137186199426651},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10147079825401306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6531538963317871},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5985807776451111},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5071625709533691},{"id":"https://openalex.org/C189216461","wikidata":"https://www.wikidata.org/wiki/Q2443456","display_name":"Topology optimization","level":3,"score":0.417568564414978},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4170920252799988},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41520237922668457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3659013509750366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21831080317497253},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.137186199426651},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10147079825401306},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739480.2754819","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739480.2754819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7099999785423279}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W59680730","https://openalex.org/W159969481","https://openalex.org/W1526455201","https://openalex.org/W1555890249","https://openalex.org/W1577668191","https://openalex.org/W1986599743","https://openalex.org/W1987461466","https://openalex.org/W2094276183","https://openalex.org/W2115056864","https://openalex.org/W2119401655","https://openalex.org/W2126148517","https://openalex.org/W2133152516","https://openalex.org/W2140494408","https://openalex.org/W2146879413","https://openalex.org/W2152195021","https://openalex.org/W2157096679","https://openalex.org/W2162012556","https://openalex.org/W2169245194","https://openalex.org/W2171107890","https://openalex.org/W2296218809","https://openalex.org/W2337951307"],"related_works":["https://openalex.org/W2169960128","https://openalex.org/W2027275398","https://openalex.org/W2053257130","https://openalex.org/W1982679530","https://openalex.org/W2378519554","https://openalex.org/W2591450748","https://openalex.org/W1974151573","https://openalex.org/W2073913839","https://openalex.org/W2389271096","https://openalex.org/W2811413325"],"abstract_inverted_index":{"In":[0,18,64,88],"this":[1],"work,":[2],"we":[3,74,92],"propose":[4],"a":[5,48],"framework":[6],"to":[7,41,66,132],"automatically":[8],"generate":[9],"effective":[10],"PSO":[11,44,62,102],"designs":[12,108,125],"by":[13],"adopting":[14],"Grammatical":[15],"Evolution":[16],"(GE).":[17],"the":[19,43,57,68,71,89,94,101,120,137],"proposed":[20,72,121],"framework,":[21],"GE":[22],"searches":[23],"for":[24],"adequate":[25],"structures":[26],"and":[27,35,96],"parameter":[28],"values":[29],"(e.g.,":[30],"acceleration":[31],"constants,":[32],"velocity":[33],"equations":[34],"different":[36,84,114],"particles'":[37],"topology)":[38],"in":[39],"order":[40,65],"evolve":[42],"design.":[45],"For":[46],"this,":[47],"high-level":[49],"Backus--Naur":[50],"Form":[51],"(BNF)":[52],"grammar":[53],"was":[54],"developed,":[55],"representing":[56],"search":[58],"space":[59],"of":[60,70,86],"possible":[61],"designs.":[63],"verify":[67],"performance":[69],"method,":[73],"performed":[75,90],"experiments":[76],"using":[77],"16":[78],"diverse":[79],"continuous":[80],"optimization":[81],"problems,":[82],"with":[83],"levels":[85],"difficulty.":[87],"experiments,":[91],"identified":[93,107],"parameters":[95],"components":[97],"that":[98,109,119],"most":[99],"affected":[100],"performance,":[103],"as":[104,106],"well":[105,133],"could":[110],"be":[111],"reused":[112],"across":[113],"problems.":[115],"We":[116],"also":[117],"demonstrated":[118],"method":[122],"generates":[123],"useful":[124],"which":[126],"achieved":[127],"competitive":[128],"solutions":[129],"when":[130],"compared":[131],"succeeded":[134],"algorithms":[135],"from":[136],"literature.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
