{"id":"https://openalex.org/W4291340418","doi":"https://doi.org/10.1007/978-3-031-14721-0_35","title":"Progress Rate Analysis of\u00a0Evolution Strategies on\u00a0the\u00a0Rastrigin Function: First Results","display_name":"Progress Rate Analysis of\u00a0Evolution Strategies on\u00a0the\u00a0Rastrigin Function: First Results","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4291340418","doi":"https://doi.org/10.1007/978-3-031-14721-0_35","pmid":"https://pubmed.ncbi.nlm.nih.gov/38532780"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-14721-0_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-14721-0_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-14721-0_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-14721-0_35.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072428419","display_name":"Amir Omeradzic","orcid":"https://orcid.org/0000-0003-1979-8916"},"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":"Amir Omeradzic","raw_affiliation_strings":["Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850 Dornbirn, Austria","Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850, Dornbirn, Austria"],"affiliations":[{"raw_affiliation_string":"Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850 Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]},{"raw_affiliation_string":"Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850, 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":["Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850 Dornbirn, Austria","Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850, Dornbirn, Austria"],"affiliations":[{"raw_affiliation_string":"Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850 Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]},{"raw_affiliation_string":"Research Center Business Informatics, Vorarlberg University of Applied Sciences, Hochschulstra\u00dfe 1, 6850, Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072428419"],"corresponding_institution_ids":["https://openalex.org/I675453"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":2.7383,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92015246,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13399","issue":null,"first_page":"499","last_page":"511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9959999918937683,"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":0.9959999918937683,"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":0.9922000169754028,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9771999716758728,"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/algorithm","display_name":"Algorithm","score":0.5990353226661682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5719048380851746},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4420674443244934},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43809816241264343},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.41740506887435913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36178040504455566},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34006237983703613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17284435033798218},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09341755509376526}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5990353226661682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5719048380851746},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4420674443244934},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43809816241264343},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.41740506887435913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36178040504455566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34006237983703613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17284435033798218},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09341755509376526},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-14721-0_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-14721-0_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-14721-0_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmid:38532780","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38532780","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":"Parallel problem solving from nature : ... PPSN ... proceedings. International Conference on Parallel Problem Solving from Nature","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7615766","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7615766","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Parallel Probl Solving Nat","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-14721-0_35","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-14721-0_35","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-14721-0_35.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/W4291340418.pdf","grobid_xml":"https://content.openalex.org/works/W4291340418.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1498178627","https://openalex.org/W1514875444","https://openalex.org/W1525997788","https://openalex.org/W1605438009","https://openalex.org/W2000311607","https://openalex.org/W2116990014","https://openalex.org/W2136495462","https://openalex.org/W2138537392","https://openalex.org/W2210705382","https://openalex.org/W2592891920","https://openalex.org/W3097921150","https://openalex.org/W3195550213","https://openalex.org/W4301900956"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W3103325625","https://openalex.org/W1486898455","https://openalex.org/W2041905724","https://openalex.org/W4311726894","https://openalex.org/W2991463004","https://openalex.org/W2053286651","https://openalex.org/W2088588293","https://openalex.org/W2949122357"],"abstract_inverted_index":{"A":[0],"first":[1,106],"order":[2,36,107,117],"progress":[3,23,52,74,108,118],"rate":[4,109],"is":[5,24,48,54,75,96,122],"derived":[6,25],"for":[7],"the":[8,16,31,41,45,70,73,78,101,113],"intermediate":[9],"multi-recombinative":[10],"Evolution":[11],"Strategy":[12],"(<i>\u03bc</i>/<i>\u03bc<sub>I</sub></i>,":[13],"<i>\u03bb</i>)-ES":[14],"on":[15,64],"highly":[17],"multimodal":[18],"Rastrigin":[19,46],"test":[20],"function.":[21],"The":[22,50,88],"within":[26,93],"a":[27],"linearized":[28],"model":[29],"applying":[30],"method":[32],"of":[33,44,90,103],"so-called":[34],"noisy":[35],"statistics.":[37],"To":[38],"this":[39],"end,":[40],"mutation-induced":[42],"variance":[43],"function":[47],"determined.":[49],"obtained":[51],"approximation":[53,95],"compared":[55,83],"to":[56,69,84,115],"simulations":[57],"and":[58,61,67,82],"yields":[59],"strengths":[60],"limitations":[62],"depending":[63],"mutation":[65],"strength":[66],"distance":[68],"optimizer.":[71],"Furthermore,":[72],"iterated":[76],"using":[77],"dynamical":[79],"systems":[80],"approach":[81],"averaged":[85],"optimization":[86],"runs.":[87],"property":[89],"global":[91],"convergence":[92],"given":[94],"discussed.":[97],"As":[98],"an":[99,104],"outlook,":[100],"need":[102],"improved":[105],"as":[110,112],"well":[111],"extension":[114],"higher":[116],"including":[119],"positional":[120],"fluctuations":[121],"explained.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
