{"id":"https://openalex.org/W2301770155","doi":"https://doi.org/10.1162/evco_a_00179","title":"Online Discovery of Search Objectives for Test-Based Problems","display_name":"Online Discovery of Search Objectives for Test-Based Problems","publication_year":2016,"publication_date":"2016-03-08","ids":{"openalex":"https://openalex.org/W2301770155","doi":"https://doi.org/10.1162/evco_a_00179","mag":"2301770155","pmid":"https://pubmed.ncbi.nlm.nih.gov/26953882"},"language":"en","primary_location":{"id":"doi:10.1162/evco_a_00179","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00179","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5062664935","display_name":"Pawe\u0142 Liskowski","orcid":"https://orcid.org/0000-0002-8165-748X"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Pawe\u0142 Liskowski","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60965 Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60965 Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034406933","display_name":"Krzysztof Krawiec","orcid":"https://orcid.org/0000-0001-5439-3231"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Krawiec","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60965 Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Piotrowo 2, 60965 Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034406933","https://openalex.org/A5062664935"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":4.7132,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95201868,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"3","first_page":"375","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9991000294685364,"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":0.9987000226974487,"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/premature-convergence","display_name":"Premature convergence","score":0.8166409730911255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5861409306526184},{"id":"https://openalex.org/keywords/scalar","display_name":"Scalar (mathematics)","score":0.5791373252868652},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.536961019039154},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5232226252555847},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4863725006580353},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.46849116683006287},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4590550661087036},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4487612545490265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4150521159172058},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.41200166940689087},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24582648277282715},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.15361562371253967},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06587198376655579},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06287974119186401}],"concepts":[{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.8166409730911255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5861409306526184},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.5791373252868652},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.536961019039154},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5232226252555847},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4863725006580353},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.46849116683006287},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4590550661087036},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4487612545490265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4150521159172058},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.41200166940689087},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24582648277282715},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.15361562371253967},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06587198376655579},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06287974119186401},{"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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1162/evco_a_00179","is_oa":false,"landing_page_url":"https://doi.org/10.1162/evco_a_00179","pdf_url":null,"source":{"id":"https://openalex.org/S38677346","display_name":"Evolutionary Computation","issn_l":"1063-6560","issn":["1063-6560","1530-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary Computation","raw_type":"journal-article"},{"id":"pmid:26953882","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26953882","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolutionary computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W25874636","https://openalex.org/W165063463","https://openalex.org/W284492748","https://openalex.org/W313306806","https://openalex.org/W1483736078","https://openalex.org/W1486917349","https://openalex.org/W1490309784","https://openalex.org/W1493314569","https://openalex.org/W1501622334","https://openalex.org/W1503911500","https://openalex.org/W1518805529","https://openalex.org/W1519778441","https://openalex.org/W1535044408","https://openalex.org/W1536736279","https://openalex.org/W1556200398","https://openalex.org/W1563514472","https://openalex.org/W1564174030","https://openalex.org/W1574097472","https://openalex.org/W1576660662","https://openalex.org/W1579738444","https://openalex.org/W1585610988","https://openalex.org/W1588058512","https://openalex.org/W1593727427","https://openalex.org/W1605810911","https://openalex.org/W1772626079","https://openalex.org/W1969232932","https://openalex.org/W1973208260","https://openalex.org/W1984987629","https://openalex.org/W1988667131","https://openalex.org/W2006194783","https://openalex.org/W2007743268","https://openalex.org/W2018712218","https://openalex.org/W2023647801","https://openalex.org/W2050628830","https://openalex.org/W2051856320","https://openalex.org/W2060954690","https://openalex.org/W2061371531","https://openalex.org/W2062663664","https://openalex.org/W2075280452","https://openalex.org/W2097141283","https://openalex.org/W2097374210","https://openalex.org/W2101524054","https://openalex.org/W2102589739","https://openalex.org/W2103568936","https://openalex.org/W2110216302","https://openalex.org/W2117179645","https://openalex.org/W2117673555","https://openalex.org/W2125923653","https://openalex.org/W2126105956","https://openalex.org/W2126776273","https://openalex.org/W2129698522","https://openalex.org/W2132099021","https://openalex.org/W2144315657","https://openalex.org/W2151083897","https://openalex.org/W2154693991","https://openalex.org/W2155921792","https://openalex.org/W2160074397","https://openalex.org/W2162074973","https://openalex.org/W2162478582","https://openalex.org/W2162897909","https://openalex.org/W2164789569","https://openalex.org/W2166898117","https://openalex.org/W2169803171","https://openalex.org/W2310764372","https://openalex.org/W2346763839","https://openalex.org/W2404317508","https://openalex.org/W2408525833","https://openalex.org/W2525203296","https://openalex.org/W2599354476","https://openalex.org/W2773867744","https://openalex.org/W2912485311","https://openalex.org/W2914112863","https://openalex.org/W2914694478","https://openalex.org/W2984808340","https://openalex.org/W3004042307","https://openalex.org/W4206080774","https://openalex.org/W4210434492","https://openalex.org/W4244300057","https://openalex.org/W4298345797"],"related_works":["https://openalex.org/W3144412313","https://openalex.org/W2634235285","https://openalex.org/W2492504662","https://openalex.org/W2122994901","https://openalex.org/W200599908","https://openalex.org/W2151437643","https://openalex.org/W2020991882","https://openalex.org/W4389610483","https://openalex.org/W3029360881","https://openalex.org/W2367365720"],"abstract_inverted_index":{"In":[0,64],"test-based":[1,140],"problems,":[2,141],"commonly":[3],"approached":[4],"with":[5,23,59],"competitive":[6],"coevolutionary":[7,165],"algorithms,":[8],"the":[9,18,43,99,105,112,129,142,147,153],"fitness":[10,27,174],"of":[11,20,32,76,101],"a":[12,29,39,94,121],"candidate":[13,44,55,106],"solution":[14],"is":[15,28,80],"determined":[16],"by":[17],"outcomes":[19],"its":[21],"interactions":[22],"multiple":[24],"tests.":[25],"Usually,":[26],"scalar":[30,72],"aggregate":[31],"interaction":[33],"outcomes,":[34],"and":[35,54,110,124,157,166],"as":[36],"such":[37,62,78,116],"imposes":[38],"complete":[40],"order":[41],"on":[42],"solutions.":[45],"However,":[46],"passing":[47],"different":[48],"tests":[49,102],"may":[50,57],"require":[51],"unrelated":[52],"\"skills,\"":[53],"solutions":[56,107],"vary":[58],"respect":[60],"to":[61,82,84,120,137,155,160,170],"capabilities.":[63],"this":[65,89],"study,":[66],"we":[67,91],"provide":[68],"theoretical":[69],"evidence":[70],"that":[71,96],"fitness,":[73],"inherently":[74],"incapable":[75],"capturing":[77],"differences,":[79],"likely":[81],"lead":[83],"premature":[85,161],"convergence.":[86],"To":[87],"mitigate":[88],"problem,":[90],"propose":[92],"disco,":[93],"method":[95],"automatically":[97],"identifies":[98],"groups":[100],"for":[103,163],"which":[104],"behave":[108],"similarly":[109],"define":[111],"above":[113],"skills.":[114],"Each":[115],"group":[117],"gives":[118],"rise":[119],"derived":[122],"objective,":[123],"these":[125],"objectives":[126],"together":[127],"guide":[128],"search":[130],"algorithm":[131],"in":[132],"multi-objective":[133],"fashion.":[134],"When":[135],"applied":[136,169],"several":[138],"well-known":[139],"proposed":[143],"approach":[144],"significantly":[145],"outperforms":[146],"conventional":[148],"two-population":[149],"coevolution.":[150],"This":[151],"opens":[152],"door":[154],"efficient":[156],"generic":[158],"countermeasures":[159],"convergence":[162],"both":[164],"evolutionary":[167],"algorithms":[168],"problems":[171],"featuring":[172],"aggregating":[173],"functions.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
