{"id":"https://openalex.org/W4385188875","doi":"https://doi.org/10.1145/3583133.3590708","title":"Revealing the Inner Dynamics of Evolutionary Algorithms with Convection Selection","display_name":"Revealing the Inner Dynamics of Evolutionary Algorithms with Convection Selection","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385188875","doi":"https://doi.org/10.1145/3583133.3590708"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3590708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-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/A5050118963","display_name":"Maciej Komosi\u0144ski","orcid":"https://orcid.org/0000-0001-8438-5574"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Maciej Komosinski","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Poznan, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017187057","display_name":"Konrad Miazga","orcid":"https://orcid.org/0000-0003-0567-914X"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Konrad Miazga","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Poznan, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050118963"],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08056888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"491","last_page":"494"},"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":0.9983000159263611,"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":0.9922999739646912,"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":0.7799943685531616},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7257446646690369},{"id":"https://openalex.org/keywords/evolutionary-dynamics","display_name":"Evolutionary dynamics","score":0.7227227091789246},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6122879385948181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.605594277381897},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5684998035430908},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5366672277450562},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.498974084854126},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4901772141456604},{"id":"https://openalex.org/keywords/evolutionary-music","display_name":"Evolutionary music","score":0.462979257106781},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46273574233055115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4203995168209076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3445168733596802},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32914024591445923},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.30592185258865356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22763413190841675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08576598763465881},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.067904531955719}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7799943685531616},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7257446646690369},{"id":"https://openalex.org/C171578705","wikidata":"https://www.wikidata.org/wiki/Q5418700","display_name":"Evolutionary dynamics","level":3,"score":0.7227227091789246},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6122879385948181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.605594277381897},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5684998035430908},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5366672277450562},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.498974084854126},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4901772141456604},{"id":"https://openalex.org/C157741563","wikidata":"https://www.wikidata.org/wiki/Q5418712","display_name":"Evolutionary music","level":5,"score":0.462979257106781},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46273574233055115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4203995168209076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3445168733596802},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32914024591445923},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.30592185258865356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22763413190841675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08576598763465881},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.067904531955719},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583133.3590708","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3590708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W800993077","https://openalex.org/W1606059141","https://openalex.org/W2099585388","https://openalex.org/W2549722882","https://openalex.org/W2786699503","https://openalex.org/W2895193491","https://openalex.org/W4231977639"],"related_works":["https://openalex.org/W2528958959","https://openalex.org/W4879471","https://openalex.org/W41249964","https://openalex.org/W1573147006","https://openalex.org/W68431430","https://openalex.org/W2482072397","https://openalex.org/W1852966908","https://openalex.org/W2122708533","https://openalex.org/W2007958628","https://openalex.org/W1421389508"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms":[1,4,48,92],"are":[2,37],"stochastic":[3],"so":[5],"they":[6],"tend":[7],"to":[8,33,39,66,107,143],"find":[9],"different":[10],"solutions":[11,21,36],"when":[12],"run":[13],"repeatedly.":[14],"However,":[15],"it":[16],"is":[17,44,61],"not":[18],"just":[19],"the":[20,25,29,47,81,88,109,112,115,119,122,131,135],"that":[22,31,133],"vary":[23],"-":[24,53,69],"very":[26],"dynamics":[27,76,84],"of":[28,85,90,101,104,114,121,137],"search":[30],"led":[32],"finding":[34],"these":[35],"likely":[38],"differ":[40],"as":[41,55],"well.":[42],"It":[43],"especially":[45],"in":[46],"with":[49,93],"complex":[50],"population":[51,60],"structures":[52,106],"such":[54],"convection":[56,94,138],"selection":[57,146],"where":[58,70],"a":[59,98],"divided":[62],"into":[63],"subpopulations":[64,86],"according":[65],"fitness":[67],"values":[68],"an":[71],"opportunity":[72],"for":[73],"highly":[74],"diverse":[75],"arises.":[77],"This":[78],"work":[79],"investigates":[80],"way":[82],"evolutionary":[83,91,102,123],"influence":[87,134],"performance":[89,136],"selection.":[95],"We":[96],"employ":[97],"demanding":[99],"task":[100,117],"design":[103],"3D":[105],"analyze":[108],"relation":[110],"between":[111],"properties":[113],"optimization":[116],"and":[118,140],"features":[120],"process.":[124],"Based":[125],"on":[126],"this":[127,145],"analysis,":[128],"we":[129],"identify":[130],"mechanisms":[132],"selection,":[139],"suggest":[141],"ways":[142],"improve":[144],"scheme.":[147]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
