{"id":"https://openalex.org/W4307540197","doi":"https://doi.org/10.2478/jaiscr-2022-0016","title":"Multi-Population-Based Algorithm with an Exchange of Training Plans Based on Population Evaluation","display_name":"Multi-Population-Based Algorithm with an Exchange of Training Plans Based on Population Evaluation","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4307540197","doi":"https://doi.org/10.2478/jaiscr-2022-0016"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2022-0016","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2022-0016","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2022-0016","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://sciendo.com/pdf/10.2478/jaiscr-2022-0016","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":["Cz\u0119stochowa University of Technology , Department of Intelligent Computer Systems Cz\u0119stochowa , Poland"],"raw_orcid":"https://orcid.org/0000-0002-3926-5685","affiliations":[{"raw_affiliation_string":"Cz\u0119stochowa University of Technology , Department of Intelligent Computer Systems 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":["Cz\u0119stochowa University of Technology , Department of Intelligent Computer Systems Cz\u0119stochowa , Poland"],"raw_orcid":"https://orcid.org/0000-0001-9761-118X","affiliations":[{"raw_affiliation_string":"Cz\u0119stochowa University of Technology , Department of Intelligent Computer Systems Cz\u0119stochowa , Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040076942","display_name":"Marek Kisiel\u2010Dorohinicki","orcid":"https://orcid.org/0000-0002-8459-1877"},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Kisiel-Dorohinicki","raw_affiliation_strings":["AGH University of Science and Technology , Institute of Computer Science Krak\u00f3w , Poland"],"raw_orcid":"https://orcid.org/0000-0002-8459-1877","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology , Institute of Computer Science Krak\u00f3w , Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I4210087266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032261516","display_name":"J\u00f3zef Paszkowski","orcid":"https://orcid.org/0000-0002-4604-651X"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210141563","display_name":"Institute of Information Technologies","ror":"https://ror.org/03ypsgm65","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210141563"]}],"countries":["BG","PL"],"is_corresponding":false,"raw_author_name":"J\u00f3zef Paszkowski","raw_affiliation_strings":["Institute of Information Technologies , University of Social Sciences , ul. Sienkiewicza 9 , \u0141\u00f3d\u017a"],"raw_orcid":"https://orcid.org/0000-0002-4604-651X","affiliations":[{"raw_affiliation_string":"Institute of Information Technologies , University of Social Sciences , ul. Sienkiewicza 9 , \u0141\u00f3d\u017a","institution_ids":["https://openalex.org/I4210107336","https://openalex.org/I4210141563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011484293","display_name":"Maciej D\u0119bski","orcid":"https://orcid.org/0000-0002-8339-5073"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Maciej D\u0119bski","raw_affiliation_strings":["University of Social Science , Management Department \u0141\u00f3d\u017a , Poland"],"raw_orcid":"https://orcid.org/0000-0002-8339-5073","affiliations":[{"raw_affiliation_string":"University of Social Science , Management Department \u0141\u00f3d\u017a , Poland","institution_ids":["https://openalex.org/I4210107336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013372627","display_name":"Van-Hung Le","orcid":"https://orcid.org/0000-0003-4302-0581"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Van-Hung Le","raw_affiliation_strings":["Tan Trao University , Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-4302-0581","affiliations":[{"raw_affiliation_string":"Tan Trao University , Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078689403"],"corresponding_institution_ids":["https://openalex.org/I130294970"],"apc_list":null,"apc_paid":null,"fwci":1.109,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81765215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":"4","first_page":"239","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9941999912261963,"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":0.9873999953269958,"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":0.7439054250717163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6127485036849976},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.612071692943573},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5391860604286194},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5152166485786438},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5131886601448059},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3534027338027954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.331513375043869},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23074960708618164}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7439054250717163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6127485036849976},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.612071692943573},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5391860604286194},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5152166485786438},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5131886601448059},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3534027338027954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.331513375043869},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23074960708618164},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/jaiscr-2022-0016","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2022-0016","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2022-0016","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-2022-0016","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2022-0016","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2022-0016","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/W4307540197.pdf","grobid_xml":"https://content.openalex.org/works/W4307540197.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W17468934","https://openalex.org/W110371783","https://openalex.org/W141248207","https://openalex.org/W655477545","https://openalex.org/W1986073756","https://openalex.org/W2094049299","https://openalex.org/W2126566694","https://openalex.org/W2525511442","https://openalex.org/W2768698326","https://openalex.org/W2972771325","https://openalex.org/W2995766444","https://openalex.org/W2997851245","https://openalex.org/W3004959688","https://openalex.org/W3004978437","https://openalex.org/W3014890692","https://openalex.org/W3031761942","https://openalex.org/W3032139222","https://openalex.org/W3081674999","https://openalex.org/W3107835908","https://openalex.org/W3119347274","https://openalex.org/W3125918112","https://openalex.org/W3135115043","https://openalex.org/W3135755283","https://openalex.org/W3137434400","https://openalex.org/W3171874410","https://openalex.org/W3173530819","https://openalex.org/W3197964757","https://openalex.org/W3207812994","https://openalex.org/W4200486779","https://openalex.org/W4214710237","https://openalex.org/W4220866973","https://openalex.org/W4225149284","https://openalex.org/W4280608613","https://openalex.org/W4283514757","https://openalex.org/W4317743417"],"related_works":["https://openalex.org/W1485630101","https://openalex.org/W2498017833","https://openalex.org/W112744582","https://openalex.org/W3033750096","https://openalex.org/W2081245617","https://openalex.org/W4289828962","https://openalex.org/W1537221325","https://openalex.org/W2164513229","https://openalex.org/W2805452530","https://openalex.org/W4366735409"],"abstract_inverted_index":{"Abstract":[0],"Population":[1],"Based":[2],"Algorithms":[3],"(PBAs)":[4],"are":[5,21,41],"excellent":[6],"search":[7,106],"tools":[8],"that":[9,40],"allow":[10],"searching":[11],"space":[12],"of":[13,44,62,88,145,162,173],"parameters":[14,87],"defined":[15],"by":[16,77],"problems":[17,39],"under":[18],"consideration.":[19],"They":[20],"especially":[22],"useful":[23],"when":[24],"it":[25,53],"is":[26,54,99,114],"difficult":[27],"to":[28,38,57,84,100,115],"define":[29],"a":[30,42,59,66,73,126,134,160],"differentiable":[31],"evaluation":[32,141],"criterion.":[33],"This":[34],"applies,":[35],"for":[36,152],"example,":[37],"combination":[43],"continuous":[45],"and":[46,80,83,103,119,142],"discrete":[47],"(combinatorial)":[48],"problems.":[49],"In":[50,129,155],"such":[51,89],"problems,":[52],"often":[55],"necessary":[56],"select":[58],"certain":[60],"structure":[61,74],"the":[63,78,86,97,146,156,171,174],"solution":[64],"(e.g.":[65],"neural":[67],"network":[68],"or":[69],"other":[70],"systems":[71],"with":[72,122],"usually":[75],"selected":[76],"trial":[79],"error":[81],"method)":[82],"determine":[85],"structure.":[90],"As":[91],"PBAs":[92,124,148],"have":[93],"great":[94],"application":[95],"possibilities,":[96],"aim":[98],"develop":[101],"more":[102,104],"effective":[105],"formulas":[107,150],"used":[108,151,159],"in":[109],"them.":[110],"An":[111],"interesting":[112],"approach":[113],"use":[116],"multiple":[117],"populations":[118],"process":[120],"them":[121],"separate":[123],"(in":[125],"different":[127],"way).":[128],"this":[130],"paper,":[131],"we":[132,158],"propose":[133],"new":[135],"multi-population-based":[136],"algorithm":[137],"with:":[138],"(a)":[139],"subpopulation":[140,149],"(b)":[143],"replacement":[144],"associated":[147],"their":[153],"processing.":[154],"simulations,":[157],"set":[161],"typical":[163],"CEC2013":[164],"benchmark":[165],"functions.":[166],"The":[167],"obtained":[168],"results":[169],"confirm":[170],"validity":[172],"proposed":[175],"concept.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-01T06:04:38.248271","created_date":"2025-10-10T00:00:00"}
