{"id":"https://openalex.org/W2085423687","doi":"https://doi.org/10.1109/sis.2014.7011793","title":"Fitness function evaluations: A fair stopping condition?","display_name":"Fitness function evaluations: A fair stopping condition?","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2085423687","doi":"https://doi.org/10.1109/sis.2014.7011793","mag":"2085423687"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2014.7011793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","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/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"A P Engelbrecht","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039197997"],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":5.3171,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.95769955,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9983999729156494,"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":0.9909999966621399,"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/benchmark","display_name":"Benchmark (surveying)","score":0.8220219016075134},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6490821838378906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124993562698364},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.6026619076728821},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5922055840492249},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5441291332244873},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5173758268356323},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5111358761787415},{"id":"https://openalex.org/keywords/optimal-stopping","display_name":"Optimal stopping","score":0.5087986588478088},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4692381024360657},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30574530363082886},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27678027749061584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22819110751152039},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.07940644025802612}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8220219016075134},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6490821838378906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124993562698364},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.6026619076728821},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5922055840492249},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5441291332244873},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5173758268356323},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5111358761787415},{"id":"https://openalex.org/C99414536","wikidata":"https://www.wikidata.org/wiki/Q7098950","display_name":"Optimal stopping","level":2,"score":0.5087986588478088},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4692381024360657},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30574530363082886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27678027749061584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22819110751152039},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.07940644025802612},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2014.7011793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1508425855","https://openalex.org/W1538131879","https://openalex.org/W1875348914","https://openalex.org/W2018465333","https://openalex.org/W2027996967","https://openalex.org/W2106371886","https://openalex.org/W2107782179","https://openalex.org/W2109364787","https://openalex.org/W2109472859","https://openalex.org/W2132181343","https://openalex.org/W2151339633","https://openalex.org/W2151528748","https://openalex.org/W2153455505","https://openalex.org/W2161029074","https://openalex.org/W2165299997","https://openalex.org/W2170338867","https://openalex.org/W2527572108","https://openalex.org/W3102018295","https://openalex.org/W6682784885"],"related_works":["https://openalex.org/W2083794993","https://openalex.org/W4379115841","https://openalex.org/W1511772879","https://openalex.org/W3170750609","https://openalex.org/W2979471250","https://openalex.org/W2127898439","https://openalex.org/W2186315912","https://openalex.org/W2098397451","https://openalex.org/W2248125223","https://openalex.org/W3195664246"],"abstract_inverted_index":{"It":[0],"has":[1,37,53],"become":[2],"acceptable":[3],"practice":[4,36,72],"to":[5,45,86],"use":[6],"only":[7],"a":[8,19,41,97,117],"limit":[9],"on":[10,116],"the":[11,29,47,68,111],"number":[12,31,42],"of":[13,28,32,43,49,63,83,96],"fitness":[14],"function":[15],"evaluations":[16],"(FEs)":[17],"as":[18],"stopping":[20],"condition":[21],"when":[22],"comparing":[23],"population-based":[24,50],"optimization":[25,103],"algorithms,":[26,51],"irrespective":[27],"initial":[30],"candidate":[33],"solutions.":[34],"This":[35,65],"been":[38,54],"advocated":[39],"in":[40,56,76],"competitions":[44],"compare":[46],"performance":[48],"and":[52,79],"used":[55],"many":[57],"articles":[58],"that":[59,70],"contain":[60],"empirical":[61,84],"comparisons":[62],"algorithms.":[64],"paper":[66],"advocates":[67],"opinion":[69],"this":[71,88],"does":[73],"not":[74],"result":[75],"fair":[77],"comparisons,":[78],"provides":[80],"an":[81],"abundance":[82],"evidence":[85],"support":[87],"claim.":[89],"Empirical":[90],"results":[91],"are":[92],"obtained":[93],"from":[94],"application":[95],"standard":[98],"global":[99],"best":[100],"particle":[101],"swarm":[102,108],"(PSO)":[104],"algorithm":[105],"with":[106],"different":[107],"sizes":[109],"under":[110],"same":[112],"FE":[113],"computational":[114],"limit,":[115],"large":[118],"benchmark":[119],"suite.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":2}],"updated_date":"2026-01-14T23:40:02.550235","created_date":"2025-10-10T00:00:00"}
