{"id":"https://openalex.org/W3034689853","doi":"https://doi.org/10.1007/s10898-020-00917-9","title":"Filter-based stochastic algorithm for global optimization","display_name":"Filter-based stochastic algorithm for global optimization","publication_year":2020,"publication_date":"2020-06-15","ids":{"openalex":"https://openalex.org/W3034689853","doi":"https://doi.org/10.1007/s10898-020-00917-9","mag":"3034689853"},"language":"en","primary_location":{"id":"doi:10.1007/s10898-020-00917-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10898-020-00917-9","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"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":"Journal of Global Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1822/66429","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040129309","display_name":"Maria Joseane Felipe Guedes Mac\u00eado","orcid":"https://orcid.org/0000-0002-6670-5893"},"institutions":[{"id":"https://openalex.org/I84554738","display_name":"Universidade Federal Rural do Semi-\u00c1rido","ror":"https://ror.org/05x2svh05","country_code":"BR","type":"education","lineage":["https://openalex.org/I84554738"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"M. Joseane F. G. Mac\u00eado","raw_affiliation_strings":["Department of Exact and Natural Sciences, Federal Rural University of Semi-\u00c1rido, Mossor\u00f3, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6670-5893","affiliations":[{"raw_affiliation_string":"Department of Exact and Natural Sciences, Federal Rural University of Semi-\u00c1rido, Mossor\u00f3, Brazil","institution_ids":["https://openalex.org/I84554738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055451310","display_name":"Elizabeth W. Karas","orcid":"https://orcid.org/0000-0003-3554-5839"},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elizabeth W. Karas","raw_affiliation_strings":["Department of Mathematics, Federal University of Paran\u00e1, Curitiba, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Federal University of Paran\u00e1, Curitiba, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029326209","display_name":"M. Fernanda P. Costa","orcid":"https://orcid.org/0000-0001-6235-286X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Fernanda P. Costa","raw_affiliation_strings":["Centre of Mathematics, University of Minho, Campus de Gualtar, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Mathematics, University of Minho, Campus de Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045696390","display_name":"Ana Maria A. C. Rocha","orcid":"https://orcid.org/0000-0001-8679-2886"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Maria A. C. Rocha","raw_affiliation_strings":["ALGORITMI Center, University of Minho, Campus de Gualtar, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALGORITMI Center, University of Minho, Campus de Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040129309"],"corresponding_institution_ids":["https://openalex.org/I84554738"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":0.822,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68301591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"77","issue":"4","first_page":"777","last_page":"805"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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/mathematics","display_name":"Mathematics","score":0.733476459980011},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6578241586685181},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5178168416023254},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.49970459938049316},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4776964485645294},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4624476730823517},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4364522099494934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23609492182731628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12521040439605713}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.733476459980011},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6578241586685181},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5178168416023254},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.49970459938049316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4776964485645294},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4624476730823517},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4364522099494934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23609492182731628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12521040439605713},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10898-020-00917-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10898-020-00917-9","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"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":"Journal of Global Optimization","raw_type":"journal-article"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/66429","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/66429","pdf_url":"http://hdl.handle.net/1822/66429","source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"pmh:oai:RePEc:spr:jglopt:v:77:y:2020:i:4:d:10.1007_s10898-020-00917-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10898-020-00917-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repositorium.uminho.pt:1822/66429","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/66429","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/66429","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/66429","pdf_url":"http://hdl.handle.net/1822/66429","source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3034689853.pdf","grobid_xml":"https://content.openalex.org/works/W3034689853.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1039515204","https://openalex.org/W1573449042","https://openalex.org/W1651775740","https://openalex.org/W1965391256","https://openalex.org/W1967695340","https://openalex.org/W1977235330","https://openalex.org/W1985412770","https://openalex.org/W1988945200","https://openalex.org/W1997965167","https://openalex.org/W2002987466","https://openalex.org/W2003273172","https://openalex.org/W2003724123","https://openalex.org/W2003839735","https://openalex.org/W2006575733","https://openalex.org/W2009351701","https://openalex.org/W2013596835","https://openalex.org/W2016782412","https://openalex.org/W2027382431","https://openalex.org/W2029564096","https://openalex.org/W2047986527","https://openalex.org/W2048799772","https://openalex.org/W2050169858","https://openalex.org/W2051240370","https://openalex.org/W2052741302","https://openalex.org/W2056908814","https://openalex.org/W2070425636","https://openalex.org/W2075572180","https://openalex.org/W2084708846","https://openalex.org/W2085919628","https://openalex.org/W2094187331","https://openalex.org/W2111056668","https://openalex.org/W2126171847","https://openalex.org/W2128010900","https://openalex.org/W2132181343","https://openalex.org/W2139747021","https://openalex.org/W2149454052","https://openalex.org/W2151886138","https://openalex.org/W2155381184","https://openalex.org/W2156906851","https://openalex.org/W2157470389","https://openalex.org/W2158896866","https://openalex.org/W2167580870","https://openalex.org/W2179820354","https://openalex.org/W2527121375","https://openalex.org/W2567640925","https://openalex.org/W2734631690","https://openalex.org/W2775328363","https://openalex.org/W2789948796"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2912622974","https://openalex.org/W2621058457","https://openalex.org/W1984204070","https://openalex.org/W2987087830","https://openalex.org/W2025967929","https://openalex.org/W2323124088","https://openalex.org/W2322024155","https://openalex.org/W2349281105","https://openalex.org/W2611574869"],"abstract_inverted_index":{"We":[0],"propose":[1],"the":[2,9,22,27,48,53,67,73,81,96,100,117,120,124,128,136,140,145,154,165],"general":[3,54],"Filter-based":[4],"Stochastic":[5],"Algorithm":[6],"(FbSA)":[7],"for":[8,139],"global":[10],"optimization":[11],"of":[12,80,119,144],"nonconvex":[13],"and":[14,56,84,123],"nonsmooth":[15],"constrained":[16],"problems.":[17],"Under":[18],"certain":[19],"conditions":[20,138],"on":[21,52,116],"probability":[23],"distributions":[24],"that":[25,153],"generate":[26],"sample":[28],"points,":[29],"almost":[30,141],"sure":[31],"convergence":[32,143],"is":[33,131,156],"proved.":[34],"In":[35],"order":[36],"to":[37,65,95],"optimize":[38],"problems":[39],"with":[40,160],"computationally":[41],"expensive":[42],"black-box":[43],"objective":[44,68,82],"functions,":[45],"we":[46],"develop":[47],"FbSA-RBF":[49,155],"algorithm":[50,75,146],"based":[51,115],"FbSA":[55],"assisted":[57],"by":[58],"Radial":[59],"Basis":[60],"Function":[61],"(RBF)":[62],"surrogate":[63,78,121],"models":[64],"approximate":[66],"function.":[69],"At":[70],"each":[71],"iteration,":[72],"resulting":[74],"constructs/updates":[76],"a":[77,89,107,112],"model":[79,122],"function":[83],"generates":[85],"trial":[86,110,129],"points":[87,130],"using":[88],"dynamic":[90],"coordinate":[91],"search":[92],"strategy":[93],"similar":[94],"one":[97],"used":[98],"in":[99,164],"Dynamically":[101],"Dimensioned":[102],"Search":[103],"method.":[104],"To":[105],"identify":[106],"promising":[108],"best":[109],"point,":[111],"non-dominance":[113],"concept":[114],"values":[118],"constraint":[125],"violation":[126],"at":[127],"used.":[132],"Theoretical":[133],"results":[134],"concerning":[135],"sufficient":[137],"surely":[142],"are":[147],"presented.":[148],"Preliminary":[149],"numerical":[150],"experiments":[151],"show":[152],"competitive":[157],"when":[158],"compared":[159],"other":[161],"known":[162],"methods":[163],"literature.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}