{"id":"https://openalex.org/W4384155549","doi":"https://doi.org/10.1145/3583131.3590451","title":"On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function","display_name":"On a Population Sizing Model for Evolution Strategies Optimizing the Highly Multimodal Rastrigin Function","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384155549","doi":"https://doi.org/10.1145/3583131.3590451","pmid":"https://pubmed.ncbi.nlm.nih.gov/38370395"},"language":"en","primary_location":{"id":"doi:10.1145/3583131.3590451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583131.3590451","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7615652/pdf/EMS189096.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074674311","display_name":"Lisa Sch\u00f6nenberger","orcid":"https://orcid.org/0009-0007-5694-7067"},"institutions":[{"id":"https://openalex.org/I675453","display_name":"Vorarlberg University of Applied Sciences","ror":"https://ror.org/031wyx077","country_code":"AT","type":"education","lineage":["https://openalex.org/I675453"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Lisa Sch\u00f6nenberger","raw_affiliation_strings":["FH Vorarlberg University of Applied Sciences, Dornbirn, Austria"],"affiliations":[{"raw_affiliation_string":"FH Vorarlberg University of Applied Sciences, Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058598249","display_name":"Hans-Georg Beyer","orcid":"https://orcid.org/0000-0002-7455-8686"},"institutions":[{"id":"https://openalex.org/I675453","display_name":"Vorarlberg University of Applied Sciences","ror":"https://ror.org/031wyx077","country_code":"AT","type":"education","lineage":["https://openalex.org/I675453"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hans-Georg Beyer","raw_affiliation_strings":["FH Vorarlberg University of Applied Sciences, Dornbirn, Austria"],"affiliations":[{"raw_affiliation_string":"FH Vorarlberg University of Applied Sciences, Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074674311"],"corresponding_institution_ids":["https://openalex.org/I675453"],"apc_list":null,"apc_paid":null,"fwci":1.2038,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81030928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2023","issue":null,"first_page":"848","last_page":"855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9571999907493591,"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":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7182968854904175},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.7045386433601379},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6738283634185791},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6425349712371826},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6072188019752502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042000651359558},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.5246924757957458},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.489912211894989},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4735367000102997},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32584142684936523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2804035246372223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25435537099838257}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7182968854904175},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.7045386433601379},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6738283634185791},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6425349712371826},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6072188019752502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042000651359558},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.5246924757957458},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.489912211894989},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4735367000102997},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32584142684936523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2804035246372223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25435537099838257},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3583131.3590451","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583131.3590451","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmid:38370395","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38370395","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic and Evolutionary Computation Conference : [proceedings]. Genetic and Evolutionary Computation Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7615652","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7615652","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7615652/pdf/EMS189096.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genet Evol Comput Conf","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7615652","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7615652","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC7615652/pdf/EMS189096.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genet Evol Comput Conf","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4795468061","display_name":null,"funder_award_id":"P33702","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G5609758201","display_name":null,"funder_award_id":"P33702-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384155549.pdf","grobid_xml":"https://content.openalex.org/works/W4384155549.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1482756110","https://openalex.org/W1498178627","https://openalex.org/W1525997788","https://openalex.org/W1576660662","https://openalex.org/W1590946005","https://openalex.org/W1605438009","https://openalex.org/W2040264776","https://openalex.org/W2095377095","https://openalex.org/W2103503350","https://openalex.org/W2138537392","https://openalex.org/W3195550213","https://openalex.org/W4291340418"],"related_works":["https://openalex.org/W2375311683","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2353956655","https://openalex.org/W2020653254","https://openalex.org/W2010454064","https://openalex.org/W2352072014","https://openalex.org/W217279133","https://openalex.org/W2393487946","https://openalex.org/W2373310108"],"abstract_inverted_index":{"A":[0],"model":[1],"is":[2],"presented":[3],"that":[4,40],"allows":[5,41],"for":[6,42],"the":[7,10,21,25,46,58],"calculation":[8],"of":[9,24,45],"success":[11],"probability":[12],"by":[13],"which":[14],"a":[15,30,32,52],"vanilla":[16],"Evolution":[17],"Strategy":[18],"converges":[19],"to":[20,50],"global":[22],"optimizer":[23],"Rastrigin":[26],"test":[27],"function.":[28],"As":[29],"result":[31],"population":[33,47],"size":[34,48],"scaling":[35],"formula":[36],"will":[37],"be":[38],"derived":[39],"an":[43],"estimation":[44],"needed":[49],"ensure":[51],"high":[53],"convergence":[54],"security":[55],"depending":[56],"on":[57],"search":[59],"space":[60],"dimensionality.":[61]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}