{"id":"https://openalex.org/W2096166399","doi":"https://doi.org/10.1016/j.swevo.2011.02.002","title":"A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms","display_name":"A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2096166399","doi":"https://doi.org/10.1016/j.swevo.2011.02.002","mag":"2096166399"},"language":"en","primary_location":{"id":"doi:10.1016/j.swevo.2011.02.002","doi":"https://doi.org/10.1016/j.swevo.2011.02.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.swevo.2011.02.002","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"},"volume":null,"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/A5110250279","display_name":"Joaqu\u00edn Derrac","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Joaqu\u00edn Derrac","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain","Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078909305","display_name":"Salvador Garc\u00eda","orcid":"https://orcid.org/0000-0003-4494-7565","observed_orcids":["https://orcid.org/0000-0003-4494-7565"]},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salvador Garc\u00eda","raw_affiliation_strings":["Department of Computer Science, University of Ja\u00e9n, 23071 Ja\u00e9n, Spain","Dept. of Computer Science. University of Ja\u00e9n, 23071 - Ja\u00e9n, Spain#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Ja\u00e9n, 23071 Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"Dept. of Computer Science. University of Ja\u00e9n, 23071 - Ja\u00e9n, Spain#TAB#","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070068995","display_name":"Daniel Molina","orcid":"https://orcid.org/0000-0002-4175-2204","observed_orcids":["https://orcid.org/0000-0002-4175-2204"]},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Molina","raw_affiliation_strings":["Department of Computer Engineering, University of Cadiz, 11003 Cadiz, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Cadiz, 11003 Cadiz, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045016749","display_name":"Francisco Herrera","orcid":"https://orcid.org/0000-0002-7283-312X","observed_orcids":["https://orcid.org/0000-0002-7283-312X"]},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Herrera","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain","Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Center on Information and Communications Technology), University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110250279"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":106.7423,"has_fulltext":false,"cited_by_count":5518,"citation_normalized_percentile":{"value":0.99982052,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"1","issue":"1","first_page":"3","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9961000084877014,"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":0.9961000084877014,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nonparametric-tests","display_name":"nonparametric tests","score":0.9850000143051147},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.753000020980835},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.9539999961853027},{"id":"https://openalex.org/keywords/swarm-intelligence-algorithms","display_name":"swarm intelligence algorithms","score":0.9390000104904175},{"id":"https://openalex.org/keywords/multiple-testing","display_name":"multiple comparisons","score":0.609000027179718},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"pairwise comparison","score":0.7670000195503235},{"id":"https://openalex.org/keywords/real-parameter-optimization","display_name":"real-parameter optimization","score":0.8759999871253967},{"id":"https://openalex.org/keywords/experimental-design","display_name":"experimental design","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8402363061904907},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.771108865737915},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.577427864074707},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5711168646812439},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.5180335640907288},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5173182487487793},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4754961431026459},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.46536779403686523},{"id":"https://openalex.org/C202532154","wikidata":"https://www.wikidata.org/wiki/Q4374193","display_name":"Problem statement","level":2,"score":0.4577537775039673},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.44219350814819336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44167089462280273},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4400673806667328},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.43985918164253235},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.4259118437767029},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3637532591819763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35328221321105957},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2406376302242279},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.18110191822052002},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.12679338455200195},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11940792202949524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1102658212184906},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.swevo.2011.02.002","doi":"https://doi.org/10.1016/j.swevo.2011.02.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.swevo.2011.02.002","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.5099999904632568}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W97890435","https://openalex.org/W103650626","https://openalex.org/W108703714","https://openalex.org/W120878463","https://openalex.org/W579662085","https://openalex.org/W1498066347","https://openalex.org/W1503296932","https://openalex.org/W1514048016","https://openalex.org/W1522489443","https://openalex.org/W1547618122","https://openalex.org/W1551167422","https://openalex.org/W1565746575","https://openalex.org/W1565902586","https://openalex.org/W1879678483","https://openalex.org/W1964874140","https://openalex.org/W1972182967","https://openalex.org/W1989517261","https://openalex.org/W1996453501","https://openalex.org/W2000950277","https://openalex.org/W2005205336","https://openalex.org/W2009543464","https://openalex.org/W2016944307","https://openalex.org/W2017903413","https://openalex.org/W2025126377","https://openalex.org/W2025917996","https://openalex.org/W2027945080","https://openalex.org/W2036714085","https://openalex.org/W2036893104","https://openalex.org/W2037064517","https://openalex.org/W2041282815","https://openalex.org/W2049736842","https://openalex.org/W2054264388","https://openalex.org/W2055095649","https://openalex.org/W2056531506","https://openalex.org/W2061554433","https://openalex.org/W2085031195","https://openalex.org/W2104626092","https://openalex.org/W2115012618","https://openalex.org/W2120062331","https://openalex.org/W2121044470","https://openalex.org/W2129724855","https://openalex.org/W2132181343","https://openalex.org/W2141443530","https://openalex.org/W2145709325","https://openalex.org/W2146713522","https://openalex.org/W2152195021","https://openalex.org/W2155063211","https://openalex.org/W2156773695","https://openalex.org/W2165466912","https://openalex.org/W2169284845","https://openalex.org/W2182722412","https://openalex.org/W2317320087","https://openalex.org/W2321634650","https://openalex.org/W2325343629","https://openalex.org/W2335826682","https://openalex.org/W2402846924","https://openalex.org/W2495093152","https://openalex.org/W2792932704","https://openalex.org/W2793679191","https://openalex.org/W2796349379","https://openalex.org/W2796856748","https://openalex.org/W2797236781","https://openalex.org/W2801179766","https://openalex.org/W3016230452","https://openalex.org/W3021529261","https://openalex.org/W4229954146","https://openalex.org/W4241727697","https://openalex.org/W4245608963","https://openalex.org/W4292865245","https://openalex.org/W4293857795","https://openalex.org/W4299359176","https://openalex.org/W4300223101","https://openalex.org/W6604484672","https://openalex.org/W6678230397"],"related_works":["https://openalex.org/W4321650139","https://openalex.org/W2169275958","https://openalex.org/W2106922074","https://openalex.org/W2917687159","https://openalex.org/W2000721663","https://openalex.org/W2506314341","https://openalex.org/W4401797881","https://openalex.org/W3038748417","https://openalex.org/W2116464912","https://openalex.org/W4383821940"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":384},{"year":2025,"cited_by_count":531},{"year":2024,"cited_by_count":564},{"year":2023,"cited_by_count":625},{"year":2022,"cited_by_count":560},{"year":2021,"cited_by_count":534},{"year":2020,"cited_by_count":453},{"year":2019,"cited_by_count":426},{"year":2018,"cited_by_count":357},{"year":2017,"cited_by_count":261},{"year":2016,"cited_by_count":246},{"year":2015,"cited_by_count":216},{"year":2014,"cited_by_count":170},{"year":2013,"cited_by_count":106},{"year":2012,"cited_by_count":67}],"updated_date":"2026-10-15T10:00:46.086208","created_date":"2025-10-10T00:00:00"}
