{"id":"https://openalex.org/W4391519623","doi":"https://doi.org/10.7494/csci.2024.25.1.5330","title":"Efficient Selection Methods in Evolutionary Algorithms","display_name":"Efficient Selection Methods in Evolutionary Algorithms","publication_year":2024,"publication_date":"2024-02-04","ids":{"openalex":"https://openalex.org/W4391519623","doi":"https://doi.org/10.7494/csci.2024.25.1.5330"},"language":"en","primary_location":{"id":"doi:10.7494/csci.2024.25.1.5330","doi":"https://doi.org/10.7494/csci.2024.25.1.5330","is_oa":true,"landing_page_url":"https://doi.org/10.7494/csci.2024.25.1.5330","pdf_url":"https://journals.agh.edu.pl/csci/article/download/5330/2988","source":{"id":"https://openalex.org/S57947533","display_name":"Computer Science","issn_l":"1508-2806","issn":["1508-2806","2300-7036"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320333","host_organization_name":"Wydawnictwa AGH","host_organization_lineage":["https://openalex.org/P4310320333"],"host_organization_lineage_names":["Wydawnictwa AGH"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.agh.edu.pl/csci/article/download/5330/2988","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032484592","display_name":"Jaros\u0142aw Tomasz Sta\u0144czak","orcid":"https://orcid.org/0000-0003-3722-0085","observed_orcids":["https://orcid.org/0000-0003-3722-0085"]},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jaros\u0142aw Tomasz Sta\u0144czak","raw_affiliation_strings":["Systems Research Institute\r\nPolish Academy of Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Research Institute\r\nPolish Academy of Science","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032484592"],"corresponding_institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"],"apc_list":null,"apc_paid":null,"fwci":0.422,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.5795178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"25","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9940999746322632,"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":0.9940999746322632,"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":0.005400000140070915,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection-methods","display_name":"selection methods","score":0.890999972820282},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.9490000009536743},{"id":"https://openalex.org/keywords/natural-selection","display_name":"natural selection","score":0.7730000019073486},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"premature convergence","score":0.7570000290870667},{"id":"https://openalex.org/keywords/interval-selection","display_name":"interval selection","score":0.9959999918937683},{"id":"https://openalex.org/keywords/tournament-selection","display_name":"tournament selection","score":0.9459999799728394},{"id":"https://openalex.org/keywords/roulette-wheel-selection","display_name":"roulette wheel selection","score":0.8709999918937683},{"id":"https://openalex.org/keywords/traveling-salesman-problem","display_name":"traveling salesman problem","score":0.9120000004768372},{"id":"https://openalex.org/keywords/population-diversity","display_name":"population diversity","score":0.46000000834465027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.897238552570343},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5716556906700134},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5610001683235168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40858232975006104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40307411551475525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3212375044822693}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.7494/csci.2024.25.1.5330","doi":"https://doi.org/10.7494/csci.2024.25.1.5330","is_oa":true,"landing_page_url":"https://doi.org/10.7494/csci.2024.25.1.5330","pdf_url":"https://journals.agh.edu.pl/csci/article/download/5330/2988","source":{"id":"https://openalex.org/S57947533","display_name":"Computer Science","issn_l":"1508-2806","issn":["1508-2806","2300-7036"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320333","host_organization_name":"Wydawnictwa AGH","host_organization_lineage":["https://openalex.org/P4310320333"],"host_organization_lineage_names":["Wydawnictwa AGH"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:ojs.journals.agh.edu.pl:article/5330","doi":null,"is_oa":true,"landing_page_url":"https://journals.agh.edu.pl/index/article/view/5330","pdf_url":null,"source":{"id":"https://openalex.org/S57947533","display_name":"Computer Science","issn_l":"1508-2806","issn":["1508-2806","2300-7036"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320333","host_organization_name":"Wydawnictwa AGH","host_organization_lineage":["https://openalex.org/P4310320333"],"host_organization_lineage_names":["Wydawnictwa AGH"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1508-2806","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.7494/csci.2024.25.1.5330","doi":"https://doi.org/10.7494/csci.2024.25.1.5330","is_oa":true,"landing_page_url":"https://doi.org/10.7494/csci.2024.25.1.5330","pdf_url":"https://journals.agh.edu.pl/csci/article/download/5330/2988","source":{"id":"https://openalex.org/S57947533","display_name":"Computer Science","issn_l":"1508-2806","issn":["1508-2806","2300-7036"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","erih-plus","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320333","host_organization_name":"Wydawnictwa AGH","host_organization_lineage":["https://openalex.org/P4310320333"],"host_organization_lineage_names":["Wydawnictwa AGH"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391519623.pdf","grobid_xml":"https://content.openalex.org/works/W4391519623.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W223060654","https://openalex.org/W757796973","https://openalex.org/W1010733082","https://openalex.org/W1508243968","https://openalex.org/W1535059909","https://openalex.org/W1565732740","https://openalex.org/W1568834902","https://openalex.org/W1601222803","https://openalex.org/W2027945080","https://openalex.org/W2105019993","https://openalex.org/W2135808265","https://openalex.org/W2159000073","https://openalex.org/W2168427112","https://openalex.org/W2171193747","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W1599846717","https://openalex.org/W4237489805","https://openalex.org/W2833052545","https://openalex.org/W1745477558","https://openalex.org/W4248575099","https://openalex.org/W2108450544","https://openalex.org/W1502596244","https://openalex.org/W193363969","https://openalex.org/W1946924918","https://openalex.org/W7098372750"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms":[1,86],"mimic":[2],"some":[3,97],"elements":[4],"of":[5,8,12,17,27,50,61,75,99,113,165,175,187],"the":[6,15,25,48,64,143,159,191,202],"theory":[7],"evolution.":[9,29],"The":[10,55],"survival":[11],"individuals":[13,114],"and":[14,46,92,96,149,181,206,224],"possibility":[16,49],"producing":[18],"offspring":[19],"play":[20],"a":[21,34,69,72,122,182],"huge":[22],"role":[23],"in":[24,63,84,170,209],"process":[26,31],"natural":[28,35,76,140],"This":[30,37],"is":[32,39,106],"called":[33],"selection.":[36,77,141,184],"mechanism":[38],"responsible":[40],"for":[41,52,201],"eliminating":[42],"poor":[43],"population":[44],"members":[45],"gives":[47],"development":[51],"good":[53],"ones.":[54],"evolutionary":[56,85,192],"algorithm":[57,193],"-":[58],"an":[59,178],"instance":[60],"evolution":[62],"computer":[65,73,104,132,144],"environment":[66,105],"also":[67],"requires":[68],"selection":[70,81,133,145,167,180,223],"method,":[71],"version":[74],"Widely":[78],"used":[79],"standard":[80],"methods":[82,134,146,164],"applied":[83],"are":[87,115,168,194],"usually":[88,116],"derived":[89],"from":[90,109,121],"nature":[91],"prefer":[93],"competition,":[94],"randomness":[95],"kind":[98],"``fight''":[100],"among":[101],"individuals.":[102],"But":[103],"quite":[107],"different":[108,137],"nature.":[110],"Computer":[111],"populations":[112],"small,":[117],"they":[118],"easily":[119],"suffer":[120],"premature":[123],"convergence":[124],"to":[125,156,158],"local":[126],"extremes.":[127],"To":[128],"avoid":[129],"this":[130,171],"drawback,":[131],"must":[135],"have":[136],"features":[138],"than":[139],"In":[142],"randomness,":[147],"fight":[148],"competition":[150],"should":[151],"be":[152],"controlled":[153],"or":[154],"influenced":[155],"operate":[157],"desired":[160],"extent.":[161],"Several":[162],"new":[163],"individual":[166],"proposed":[169],"work:":[172],"several":[173],"kinds":[174],"mixed":[176],"selection,":[177,218],"interval":[179],"taboo":[183],"Also":[185],"advantages":[186],"passing":[188],"them":[189],"into":[190],"shown,":[195],"using":[196],"examples":[197],"based":[198],"on":[199],"searching":[200],"maximum":[203],"\u03b1-clique":[204],"problem":[205],"traditional":[207],"TSP":[208],"comparison":[210],"with":[211],"traditionally":[212],"considered":[213,219],"as":[214],"very":[215],"efficient":[216],"tournament":[217],"ineffective":[220],"proportional":[221],"(roulette)":[222],"similar":[225],"classical":[226],"methods.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-03T13:16:28.481748","created_date":"2024-02-05T00:00:00"}