{"id":"https://openalex.org/W2755209178","doi":"https://doi.org/10.1007/s00500-017-2836-8","title":"A comparative study of optimization models in genetic programming-based rule extraction problems","display_name":"A comparative study of optimization models in genetic programming-based rule extraction problems","publication_year":2017,"publication_date":"2017-09-14","ids":{"openalex":"https://openalex.org/W2755209178","doi":"https://doi.org/10.1007/s00500-017-2836-8","mag":"2755209178"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-017-2836-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-017-2836-8","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5103267016","display_name":"Marconi de Arruda Pereira","orcid":"https://orcid.org/0000-0002-4292-4987"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marconi\u00a0de Arruda Pereira","raw_affiliation_strings":["Department of Technologies of Civil Engineering, Computation and Humanities, UFSJ/CAP, Rodovia MG 443, Km-07, Ouro Branco, MG, 3640-000, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4292-4987","affiliations":[{"raw_affiliation_string":"Department of Technologies of Civil Engineering, Computation and Humanities, UFSJ/CAP, Rodovia MG 443, Km-07, Ouro Branco, MG, 3640-000, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081008483","display_name":"Eduardo G. Carrano","orcid":"https://orcid.org/0000-0003-3368-4245"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Gontijo Carrano","raw_affiliation_strings":["Electrical Engineering Department (DEE/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department (DEE/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045834209","display_name":"Clodoveu A. Davis","orcid":"https://orcid.org/0000-0002-7327-848X"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Clodoveu Augusto Davis\u00a0J\u00fanior","raw_affiliation_strings":["Computer Science Department (DCC/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department (DCC/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jo\u00e3o Ant\u00f4nio de Vasconcelos","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Ant\u00f4nio de Vasconcelos","raw_affiliation_strings":["Evolutionary Computation Laboratory (LCE/UFMG), Electrical Engineering Department (DEE/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Evolutionary Computation Laboratory (LCE/UFMG), Electrical Engineering Department (DEE/UFMG), UFMG, Av. Antonio Carlos, 6627, Belo Horizonte, MG, 31270-010, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103267016"],"corresponding_institution_ids":[],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.4548,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75636515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"23","issue":"4","first_page":"1179","last_page":"1197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9955999851226807,"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":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5794126987457275},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5394291877746582},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4360384941101074},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4345262050628662},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3307154178619385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32288554310798645},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2420843541622162},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18730103969573975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5794126987457275},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5394291877746582},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4360384941101074},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4345262050628662},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3307154178619385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32288554310798645},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2420843541622162},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18730103969573975},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-017-2836-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-017-2836-8","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-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/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322980","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de Minas Gerais","ror":"https://ror.org/00nc55f03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W82513292","https://openalex.org/W1576818901","https://openalex.org/W1600482405","https://openalex.org/W1602306524","https://openalex.org/W1621314949","https://openalex.org/W1966777440","https://openalex.org/W1977436113","https://openalex.org/W1979054437","https://openalex.org/W1979062617","https://openalex.org/W1987478514","https://openalex.org/W1992395967","https://openalex.org/W1995348475","https://openalex.org/W2011454193","https://openalex.org/W2028455934","https://openalex.org/W2033688321","https://openalex.org/W2035192656","https://openalex.org/W2047471240","https://openalex.org/W2049282057","https://openalex.org/W2049736842","https://openalex.org/W2063381621","https://openalex.org/W2067827370","https://openalex.org/W2081856525","https://openalex.org/W2085575316","https://openalex.org/W2089892729","https://openalex.org/W2093661828","https://openalex.org/W2101154871","https://openalex.org/W2109518982","https://openalex.org/W2127056191","https://openalex.org/W2139862720","https://openalex.org/W2140190241","https://openalex.org/W2142848952","https://openalex.org/W2148040937"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W2102997898","https://openalex.org/W2549153708","https://openalex.org/W2140816515","https://openalex.org/W2381504162","https://openalex.org/W4285805598","https://openalex.org/W4318240128","https://openalex.org/W2381116869","https://openalex.org/W1983569565","https://openalex.org/W2950487361"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}