{"id":"https://openalex.org/W2480152579","doi":"https://doi.org/10.1080/0952813x.2016.1214186","title":"Improving experimental methods on success rates in evolutionary computation","display_name":"Improving experimental methods on success rates in evolutionary computation","publication_year":2016,"publication_date":"2016-08-03","ids":{"openalex":"https://openalex.org/W2480152579","doi":"https://doi.org/10.1080/0952813x.2016.1214186","mag":"2480152579"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2016.1214186","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2016.1214186","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental & Theoretical Artificial Intelligence","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/A5010759389","display_name":"David F. Barrero","orcid":"https://orcid.org/0000-0002-3601-3052"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David F. Barrero","raw_affiliation_strings":["Computer Engineering Department, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018038621","display_name":"Mar\u00eda D. R\u2010Moreno","orcid":"https://orcid.org/0000-0002-7024-0427"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda D. R-Moreno","raw_affiliation_strings":["Computer Engineering Department, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025314362","display_name":"David Camacho","orcid":"https://orcid.org/0000-0002-5051-3475"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Camacho","raw_affiliation_strings":["Escuela Polit\u00e9cnica Superior, Universidad Aut\u00f3noma de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica Superior, Universidad Aut\u00f3noma de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010759389"],"corresponding_institution_ids":["https://openalex.org/I189268942"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04048498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"4","first_page":"695","last_page":"716"},"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":0.9990000128746033,"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":0.9857000112533569,"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":0.8054990768432617},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6293202042579651},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6085654497146606},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5924860835075378},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5883843302726746},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.5573886632919312},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5154591202735901},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5130494832992554},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.45575183629989624},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36663803458213806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3045545220375061},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29689449071884155},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2870601713657379},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1415005326271057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054990768432617},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6293202042579651},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6085654497146606},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5924860835075378},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5883843302726746},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.5573886632919312},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5154591202735901},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5130494832992554},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.45575183629989624},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36663803458213806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3045545220375061},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29689449071884155},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2870601713657379},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1415005326271057},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0952813x.2016.1214186","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2016.1214186","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental & Theoretical Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4399999976158142,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G2662768563","display_name":null,"funder_award_id":"2015/00297/001","funder_id":"https://openalex.org/F4320323755","funder_display_name":"Universidad de Alcal\u00e1"},{"id":"https://openalex.org/G4547577716","display_name":null,"funder_award_id":"TIN2014-56494-C4-4-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8508475070","display_name":null,"funder_award_id":"PEII-2014-015-A","funder_id":"https://openalex.org/F4320327216","funder_display_name":"Junta de Comunidades de Castilla-La Mancha"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323755","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78"},{"id":"https://openalex.org/F4320327216","display_name":"Junta de Comunidades de Castilla-La Mancha","ror":"https://ror.org/02jv91m18"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W120878463","https://openalex.org/W170314049","https://openalex.org/W243424403","https://openalex.org/W1497256448","https://openalex.org/W1512226051","https://openalex.org/W1516867764","https://openalex.org/W1541677343","https://openalex.org/W1545270007","https://openalex.org/W1554323574","https://openalex.org/W1576818901","https://openalex.org/W1596134469","https://openalex.org/W1625914768","https://openalex.org/W1659842140","https://openalex.org/W1786463175","https://openalex.org/W2000132463","https://openalex.org/W2008990655","https://openalex.org/W2011855374","https://openalex.org/W2016966976","https://openalex.org/W2020018978","https://openalex.org/W2028892252","https://openalex.org/W2049446512","https://openalex.org/W2054984152","https://openalex.org/W2063522056","https://openalex.org/W2084493382","https://openalex.org/W2085234022","https://openalex.org/W2085575316","https://openalex.org/W2091342063","https://openalex.org/W2095478116","https://openalex.org/W2096166399","https://openalex.org/W2105746865","https://openalex.org/W2106578604","https://openalex.org/W2110093215","https://openalex.org/W2113671849","https://openalex.org/W2113957471","https://openalex.org/W2117758944","https://openalex.org/W2120765535","https://openalex.org/W2125899728","https://openalex.org/W2127403744","https://openalex.org/W2137057190","https://openalex.org/W2137591261","https://openalex.org/W2146272590","https://openalex.org/W2148120331","https://openalex.org/W2162445884","https://openalex.org/W2170674160","https://openalex.org/W2415369160","https://openalex.org/W2593027497","https://openalex.org/W3004042307","https://openalex.org/W4205441696","https://openalex.org/W4210551050","https://openalex.org/W4234241728","https://openalex.org/W4239811693","https://openalex.org/W4249999102","https://openalex.org/W4251464645","https://openalex.org/W4253194226"],"related_works":["https://openalex.org/W2368019753","https://openalex.org/W2333930193","https://openalex.org/W2737356002","https://openalex.org/W2246241526","https://openalex.org/W2374150061","https://openalex.org/W4301122218","https://openalex.org/W2081340182","https://openalex.org/W2369703001","https://openalex.org/W2372323577","https://openalex.org/W4210711561"],"abstract_inverted_index":{"Due":[0,158],"to":[1,57,75,79,126,139,159,172,184,211,252,265],"the":[2,24,28,64,92,111,114,117,120,144,167,186,192,221,254,263,270],"complexity":[3],"of":[4,39,63,94,116,123,152,169,188,191,215,229,245,256,269],"theoretical":[5],"approaches":[6],"in":[7,48,54,110,150,197,236],"evolutionary":[8],"computation":[9],"(EC),":[10],"research":[11,128],"has":[12],"being":[13],"largely":[14],"performed":[15],"on":[16,135,204],"experimental":[17,195],"basis.":[18],"One":[19],"popular":[20,227],"measure":[21,98],"used":[22,34],"by":[23],"EC":[25,55,77],"community":[26],"is":[27,33,56,107,225],"success":[29],"rate":[30],"(SR),":[31],"which":[32,224],"alone":[35],"or":[36],"as":[37,44,260,262],"part":[38],"more":[40,81],"complex":[41],"measures":[42],"such":[43],"Koza\u2019s":[45],"computational":[46],"effort":[47],"genetic":[49],"programming.":[50],"A":[51],"common":[52],"practice":[53],"report":[58,253],"just":[59],"a":[60,177,181,206],"punctual":[61],"estimation":[62,214],"SR,":[65],"without":[66],"additional":[67],"information":[68],"about":[69],"its":[70,101,160,230],"associated":[71],"uncertainty.":[72],"We":[73,250],"aim":[74],"motivate":[76],"researchers":[78],"adopt":[80],"rigorous":[82],"practices":[83],"when":[84],"working":[85],"with":[86,176,217],"SRs.":[87],"In":[88,131],"particular,":[89,132],"we":[90,133,163],"introduce":[91],"importance":[93],"correctly":[95],"reporting":[96],"this":[97,105],"and":[99,129,155,208,258],"highlight":[100],"binomial":[102,124],"nature.":[103],"Unfortunately,":[104],"fact":[106],"usually":[108],"overlooked":[109],"literature.":[112],"Considering":[113],"binomiality":[115],"SR":[118,141,216],"opens":[119],"whole":[121],"corpus":[122],"statistics":[125],"EA":[127],"practice.":[130],"focus":[134],"studying":[136],"several":[137],"methods":[138,241],"compute":[140],"confidence":[142,174,218],"intervals,":[143,219],"factors":[145],"that":[146,201],"determine":[147],"their":[148],"quality":[149],"terms":[151],"coverage":[153],"probability":[154],"interval":[156],"length.":[157],"practical":[161],"interest,":[162],"also":[164,243],"briefly":[165],"discuss":[166],"number":[168,187,255],"required":[170],"runs":[171],"build":[173],"intervals":[175],"certain":[178,248],"quality,":[179],"providing":[180],"sound":[182],"method":[183,210],"set":[185],"runs,":[189],"one":[190],"most":[193],"important":[194],"settings":[196],"EC.":[198],"Evidence":[199],"suggests":[200],"Wilson":[202],"is,":[203],"average,":[205],"reliable":[207],"simple":[209],"bound":[212],"an":[213],"while":[220],"standard":[222],"method,":[223],"quite":[226],"because":[228],"conceptual":[231],"simplicity,":[232],"should":[233],"be":[234,244],"avoided":[235],"any":[237],"case.":[238],"However,":[239],"other":[240],"can":[242],"interest":[246],"under":[247],"circumstances.":[249],"encourage":[251],"trials":[257],"successes,":[259],"well":[261],"interval,":[264],"ease":[266],"further":[267],"comparability":[268],"results.":[271]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}