{"id":"https://openalex.org/W7123334911","doi":"https://doi.org/10.1109/access.2026.3652358","title":"EvoAVX: Island-Based Genetic Algorithm Library With AVX-512 and MPI","display_name":"EvoAVX: Island-Based Genetic Algorithm Library With AVX-512 and MPI","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7123334911","doi":"https://doi.org/10.1109/access.2026.3652358"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3652358","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3652358","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3652358","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122879109","display_name":"Adrian Kulawik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092770","display_name":"Cracow University of Technology","ror":null,"country_code":"PL","type":null,"lineage":["https://openalex.org/I4210092770"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Adrian Kulawik","raw_affiliation_strings":["Faculty of Computer Science and Mathematics, Cracow University of Technology, Krak&#x00F3;w, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Mathematics, Cracow University of Technology, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I4210092770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121661084","display_name":"Filip Kru\u017cel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092770","display_name":"Cracow University of Technology","ror":null,"country_code":"PL","type":null,"lineage":["https://openalex.org/I4210092770"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Filip Kru\u017cel","raw_affiliation_strings":["Faculty of Computer Science and Mathematics, Cracow University of Technology, Krak&#x00F3;w, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Mathematics, Cracow University of Technology, Krak&#x00F3;w, Poland","institution_ids":["https://openalex.org/I4210092770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5122879109"],"corresponding_institution_ids":["https://openalex.org/I4210092770"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11134096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"6944","last_page":"6953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8623999953269958,"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":0.8623999953269958,"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":0.10440000146627426,"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":0.006200000178068876,"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/intrinsics","display_name":"Intrinsics","score":0.5396999716758728},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4973999857902527},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4733000099658966},{"id":"https://openalex.org/keywords/program-optimization","display_name":"Program optimization","score":0.3702999949455261},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.36820000410079956},{"id":"https://openalex.org/keywords/genetic-operator","display_name":"Genetic operator","score":0.3425000011920929},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.3294000029563904},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.3127000033855438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8687999844551086},{"id":"https://openalex.org/C2908650547","wikidata":"https://www.wikidata.org/wiki/Q20999234","display_name":"Intrinsics","level":2,"score":0.5396999716758728},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4973999857902527},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4733000099658966},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37869998812675476},{"id":"https://openalex.org/C139571649","wikidata":"https://www.wikidata.org/wiki/Q1156793","display_name":"Program optimization","level":3,"score":0.3702999949455261},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3449999988079071},{"id":"https://openalex.org/C9899798","wikidata":"https://www.wikidata.org/wiki/Q629399","display_name":"Genetic operator","level":4,"score":0.3425000011920929},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C6135463","wikidata":"https://www.wikidata.org/wiki/Q5532920","display_name":"Genetic representation","level":3,"score":0.30649998784065247},{"id":"https://openalex.org/C140642157","wikidata":"https://www.wikidata.org/wiki/Q1623338","display_name":"Pseudorandom number generator","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.30480000376701355},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30160000920295715},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.28200000524520874},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3652358","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3652358","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ac86dfa2571c4c37a524401eb3c8cc4a","is_oa":true,"landing_page_url":"https://doaj.org/article/ac86dfa2571c4c37a524401eb3c8cc4a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 6944-6953 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3652358","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3652358","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W54331568","https://openalex.org/W63227064","https://openalex.org/W1500783943","https://openalex.org/W1965969360","https://openalex.org/W2014574528","https://openalex.org/W2026258334","https://openalex.org/W2054074945","https://openalex.org/W2066335675","https://openalex.org/W2104664330","https://openalex.org/W2123577276","https://openalex.org/W2143628939","https://openalex.org/W2150871235","https://openalex.org/W2171149164","https://openalex.org/W2340076492","https://openalex.org/W2773378604","https://openalex.org/W2803763401","https://openalex.org/W2992284548","https://openalex.org/W3086784814","https://openalex.org/W3094704314","https://openalex.org/W3202613539","https://openalex.org/W4226244228","https://openalex.org/W4319789658","https://openalex.org/W4389976716"],"related_works":[],"abstract_inverted_index":{"Genetic":[0],"algorithms":[1],"are":[2,132],"practical":[3],"tools":[4],"for":[5,40,124,149],"solving":[6],"complex":[7],"optimization":[8,151],"problems;":[9],"however,":[10],"the":[11,46,63,103,138],"performance":[12,112,128],"of":[13,48,74,130],"many":[14],"existing":[15],"solutions":[16],"is":[17,79,100,141],"often":[18],"limited":[19],"by":[20,52],"their":[21],"inability":[22],"to":[23,56,84,121],"utilize":[24],"modern":[25],"CPU":[26],"capabilities":[27],"fully.":[28],"This":[29],"paper":[30],"introduces":[31],"EvoAVX,":[32],"an":[33,146],"open-source":[34],"island-based":[35],"genetic":[36,58],"algorithm":[37],"library":[38,68],"engineered":[39],"minimal":[41],"computational":[42],"overhead.":[43],"EvoAVX":[44,90,131],"addresses":[45],"lack":[47],"specialized,":[49],"high-performance":[50],"libraries":[51,123],"leveraging":[53],"AVX-512":[54],"intrinsics":[55],"optimize":[57],"operators,":[59],"statistics":[60],"calculations,":[61],"and":[62],"pseudorandom":[64],"number":[65],"generator.":[66],"The":[67,97,127],"provides":[69],"a":[70,92],"built-in,":[71],"selectable":[72],"set":[73],"vectorized":[75],"operators.":[76],"Static":[77],"polymorphism":[78],"implemented":[80],"via":[81],"C++":[82],"templates":[83],"ensure":[85],"fast,":[86],"compile-time":[87],"operator":[88],"resolution.":[89],"employs":[91],"double-precision":[93],"real-valued":[94],"gene":[95],"representation.":[96],"Island":[98],"model":[99],"built":[101],"on":[102],"Message":[104],"Passing":[105],"Interface,":[106],"which":[107],"enables":[108],"distributed":[109],"computing.":[110],"Our":[111],"evaluation":[113,140],"shows":[114],"notable":[115],"improvements":[116],"in":[117,135],"execution":[118],"time":[119],"compared":[120],"popular":[122],"evolutionary":[125],"computation.":[126],"advantages":[129],"particularly":[133],"pronounced":[134],"scenarios":[136],"where":[137],"fitness":[139],"computationally":[142],"inexpensive,":[143],"making":[144],"it":[145],"ideal":[147],"tool":[148],"high-throughput":[150],"tasks.":[152]},"counts_by_year":[],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2026-01-14T00:00:00"}
