{"id":"https://openalex.org/W3032139222","doi":"https://doi.org/10.2478/jaiscr-2020-0011","title":"Evolutionary Algorithm with a Configurable Search Mechanism","display_name":"Evolutionary Algorithm with a Configurable Search Mechanism","publication_year":2020,"publication_date":"2020-05-23","ids":{"openalex":"https://openalex.org/W3032139222","doi":"https://doi.org/10.2478/jaiscr-2020-0011","mag":"3032139222"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2020-0011","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2020-0011","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2020-0011","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2020-0011","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078689403","display_name":"Krystian \u0141apa","orcid":"https://orcid.org/0000-0002-3926-5685"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krystian \u0141apa","raw_affiliation_strings":["Czestochowa University of Technology , Department of Computational Intelligence , Cz\u0119stochowa , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czestochowa University of Technology , Department of Computational Intelligence , Cz\u0119stochowa , Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068907804","display_name":"Krzysztof Cpa\u0142ka","orcid":"https://orcid.org/0000-0001-9761-118X"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Cpa\u0142ka","raw_affiliation_strings":["Czestochowa University of Technology , Department of Computational Intelligence , Cz\u0119stochowa , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Czestochowa University of Technology , Department of Computational Intelligence , Cz\u0119stochowa , Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031974569","display_name":"\u0141ukasz Laskowski","orcid":"https://orcid.org/0000-0003-2426-3916"},"institutions":[{"id":"https://openalex.org/I4210106918","display_name":"Institute of Nuclear Physics, Polish Academy of Sciences","ror":"https://ror.org/01n78t774","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210106918","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Laskowski","raw_affiliation_strings":["Polish Academy of Sciences, Institute of Nuclear Physics , Krak\u00f3w , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polish Academy of Sciences, Institute of Nuclear Physics , Krak\u00f3w , Poland","institution_ids":["https://openalex.org/I4210106918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051370728","display_name":"Andrzej Cader","orcid":"https://orcid.org/0000-0002-9107-5336"},"institutions":[{"id":"https://openalex.org/I130785548","display_name":"Clark University","ror":"https://ror.org/04123ky43","country_code":"US","type":"education","lineage":["https://openalex.org/I130785548"]},{"id":"https://openalex.org/I4210107336","display_name":"Spo\u0142eczna Akademia Nauk","ror":"https://ror.org/01ck3zk14","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210107336"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Andrzej Cader","raw_affiliation_strings":["Information Technology Institute , University of Social Sciences , \u0141\u00f3d\u017a , Poland and Clark University , Worcester , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Institute , University of Social Sciences , \u0141\u00f3d\u017a , Poland and Clark University , Worcester , USA","institution_ids":["https://openalex.org/I130785548","https://openalex.org/I4210107336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081245089","display_name":"Zhigang Zeng","orcid":"https://orcid.org/0000-0003-4587-3588"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Zeng","raw_affiliation_strings":["Huazhong University of Science and Technology , School of Automation , Wuhan , Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology , School of Automation , Wuhan , Hubei, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078689403"],"corresponding_institution_ids":["https://openalex.org/I130294970"],"apc_list":null,"apc_paid":null,"fwci":1.9556,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89053142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"151","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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":0.9990000128746033,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.8229330778121948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6545230150222778},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5618891716003418},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.5464088916778564},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5421048998832703},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5165661573410034},{"id":"https://openalex.org/keywords/cultural-algorithm","display_name":"Cultural algorithm","score":0.5094833970069885},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.489505410194397},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.46469613909721375},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4613262712955475},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.4575248956680298},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.45603784918785095},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4533213973045349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3815345764160156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32253745198249817},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3046775162220001},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.2907711863517761},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22945207357406616},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.12429684400558472},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.052440136671066284}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.8229330778121948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6545230150222778},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5618891716003418},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.5464088916778564},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5421048998832703},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5165661573410034},{"id":"https://openalex.org/C5536111","wikidata":"https://www.wikidata.org/wiki/Q5193250","display_name":"Cultural algorithm","level":4,"score":0.5094833970069885},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.489505410194397},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.46469613909721375},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4613262712955475},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.4575248956680298},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.45603784918785095},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4533213973045349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3815345764160156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32253745198249817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3046775162220001},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2907711863517761},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22945207357406616},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.12429684400558472},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.052440136671066284},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/jaiscr-2020-0011","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2020-0011","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2020-0011","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/jaiscr-2020-0011","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2020-0011","pdf_url":"https://www.sciendo.com/pdf/10.2478/jaiscr-2020-0011","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3032139222.pdf","grobid_xml":"https://content.openalex.org/works/W3032139222.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W110371783","https://openalex.org/W141248207","https://openalex.org/W205286942","https://openalex.org/W655477545","https://openalex.org/W1523741643","https://openalex.org/W1535723536","https://openalex.org/W1555880387","https://openalex.org/W1577517492","https://openalex.org/W1595159159","https://openalex.org/W1968075052","https://openalex.org/W1976744965","https://openalex.org/W1979828038","https://openalex.org/W1981181340","https://openalex.org/W1987092188","https://openalex.org/W1990529622","https://openalex.org/W1993885071","https://openalex.org/W2032338312","https://openalex.org/W2032982318","https://openalex.org/W2033011996","https://openalex.org/W2053697315","https://openalex.org/W2061438946","https://openalex.org/W2066755842","https://openalex.org/W2072955302","https://openalex.org/W2125757417","https://openalex.org/W2134816084","https://openalex.org/W2152195021","https://openalex.org/W2166843422","https://openalex.org/W2183843206","https://openalex.org/W2210002316","https://openalex.org/W2290883490","https://openalex.org/W2338954697","https://openalex.org/W2402846924","https://openalex.org/W2416614998","https://openalex.org/W2474795093","https://openalex.org/W2494753258","https://openalex.org/W2525511442","https://openalex.org/W2543580944","https://openalex.org/W2575635117","https://openalex.org/W2585745035","https://openalex.org/W2765718767","https://openalex.org/W2766944671","https://openalex.org/W2768698326","https://openalex.org/W2770073247","https://openalex.org/W2783827472","https://openalex.org/W2792530018","https://openalex.org/W2794349072","https://openalex.org/W2796231148","https://openalex.org/W2888617782","https://openalex.org/W2904250082","https://openalex.org/W2908699155","https://openalex.org/W2934430003","https://openalex.org/W2943528199","https://openalex.org/W2943857514","https://openalex.org/W2963103847","https://openalex.org/W2970645572","https://openalex.org/W2972771325","https://openalex.org/W3033693437","https://openalex.org/W4300106150"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W4250606376","https://openalex.org/W2171662586","https://openalex.org/W4245579487","https://openalex.org/W2900645952","https://openalex.org/W2511867030","https://openalex.org/W2510912342","https://openalex.org/W68431430","https://openalex.org/W2754926431","https://openalex.org/W2662297521"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2,48,68],"paper,":[3],"we":[4],"propose":[5],"a":[6,31,50],"new":[7],"population-based":[8],"evolutionary":[9,33,45,77,117],"algorithm":[10,107],"that":[11,91],"automatically":[12],"configures":[13],"the":[14,29,36,58,93,105],"used":[15,94,114],"search":[16,95],"mechanism":[17],"during":[18],"its":[19],"operation,":[20],"which":[21],"consists":[22],"in":[23,67,75],"choosing":[24],"for":[25,85],"each":[26],"individual":[27],"of":[28,40,57,89,104],"population":[30],"single":[32],"operator":[34],"from":[35,43],"pool.":[37],"The":[38,64,102],"pool":[39],"operators":[41,96],"comes":[42],"various":[44],"algorithms.":[46,118],"With":[47],"idea,":[49],"flexible":[51],"balance":[52],"between":[53],"exploration":[54],"and":[55,79],"exploitation":[56],"problem":[59],"domain":[60],"can":[61],"be":[62],"achieved.":[63],"approach":[65],"proposed":[66,106],"paper":[69],"might":[70],"offer":[71],"an":[72],"inspirational":[73],"alternative":[74],"creating":[76],"algorithms":[78],"their":[80],"modifications.":[81],"Moreover,":[82],"different":[83],"strategies":[84],"mutating":[86],"those":[87],"parts":[88],"individuals":[90],"encode":[92],"are":[97],"also":[98],"taken":[99],"into":[100],"account.":[101],"effectiveness":[103],"has":[108],"been":[109],"tested":[110],"using":[111],"typical":[112],"benchmarks":[113],"to":[115],"test":[116]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}