{"id":"https://openalex.org/W4401415465","doi":"https://doi.org/10.1109/cec60901.2024.10612110","title":"Bias in Standard Self-Adaptive Evolution Strategies","display_name":"Bias in Standard Self-Adaptive Evolution Strategies","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401415465","doi":"https://doi.org/10.1109/cec60901.2024.10612110"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10612110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","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/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,Dornbirn,Austria"],"affiliations":[{"raw_affiliation_string":"Research Center Business Informatics, 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":["Research Center Business Informatics, Vorarlberg University of Applied Sciences,Dornbirn,Austria"],"affiliations":[{"raw_affiliation_string":"Research Center Business Informatics, 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/A5072428419"],"corresponding_institution_ids":["https://openalex.org/I675453"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1059564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9939000010490417,"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":0.9939000010490417,"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":0.9753999710083008,"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":0.9609000086784363,"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/computer-science","display_name":"Computer science","score":0.5587331056594849}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587331056594849}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10612110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cec60901.2024.10612110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W119114865","https://openalex.org/W153832914","https://openalex.org/W644862538","https://openalex.org/W1514875444","https://openalex.org/W1525997788","https://openalex.org/W1605438009","https://openalex.org/W1971580591","https://openalex.org/W2012994691","https://openalex.org/W2040264776","https://openalex.org/W2112036188","https://openalex.org/W2141554323","https://openalex.org/W2615544587","https://openalex.org/W4384155549","https://openalex.org/W4385438216","https://openalex.org/W4386629971","https://openalex.org/W4396909847","https://openalex.org/W6751822759"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"mutation":[1],"strength":[2],"<tex":[3,26,46],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[4,27,47],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$(\\sigma)$</tex>":[5],"adaptation":[6],"of":[7,36],"a":[8,30,73],"multi-recombinative":[9],"self-adapting":[10],"Evolution":[11],"Strategy":[12],"is":[13,54,60,76,91],"investigated":[14],"on":[15],"the":[16,34,45,61,86],"Rastrigin":[17],"test":[18],"function":[19],"by":[20],"theoretical":[21],"and":[22,50,89],"experimental":[23],"means.":[24],"Sampling":[25],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\sigma$</tex>":[28,48],"from":[29,72],"log-normal":[31,68],"distribution":[32,75],"reveals":[33],"occurrence":[35],"an":[37,57,79],"undesired":[38],"steady-state":[39,65,87],"under":[40,96],"high":[41,97],"multimodal-ity,":[42],"which":[43],"halts":[44],"-adaptation":[49],"prevents":[51],"convergence.":[52],"It":[53],"shown":[55],"that":[56],"inherent":[58],"bias":[59],"reason":[62],"for":[63],"this":[64],"when":[66],"sampling":[67,71,82],"mutations.":[69],"Therefore,":[70],"normal":[74],"introduced":[77],"as":[78],"alternative.":[80],"Normal":[81],"does":[83],"not":[84],"exhibit":[85],"behavior":[88],"it":[90],"more":[92],"stable":[93],"optimizing":[94],"functions":[95],"multimodality.":[98]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
