{"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":"conference-paper","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":false,"raw_author_name":"Amir Omeradzic","raw_affiliation_strings":["Research Center Business Informatics, Vorarlberg University of Applied Sciences,Dornbirn,Austria"],"raw_orcid":null,"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"],"raw_orcid":null,"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":1,"corresponding_author_ids":[],"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":0.11835725,"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":[{"display_name":"Climate action","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":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$(\\sigma)$adaptation":[2],"of":[3,28],"a":[4,22,61],"multi-recombinative":[5],"self-adapting":[6],"Evolution":[7],"Strategy":[8],"is":[9,42,48,64,79],"investigated":[10],"on":[11],"the":[12,26,49,74],"Rastrigin":[13],"test":[14],"function":[15],"by":[16],"theoretical":[17],"and":[18,38,77],"experimental":[19],"means.":[20],"Sampling$\\sigma$from":[21],"log-normal":[23,56],"distribution":[24,63],"reveals":[25],"occurrence":[27],"an":[29,45,67],"undesired":[30],"steady-state":[31,53,75],"under":[32,84],"high":[33,85],"multimodal-ity,":[34],"which":[35],"halts":[36],"the$\\sigma$-adaptation":[37],"prevents":[39],"convergence.":[40],"It":[41],"shown":[43],"that":[44],"inherent":[46],"bias":[47],"reason":[50],"for":[51],"this":[52],"when":[54],"sampling":[55,59,70],"mutations.":[57],"Therefore,":[58],"from":[60],"normal":[62],"introduced":[65],"as":[66],"alternative.":[68],"Normal":[69],"does":[71],"not":[72],"exhibit":[73],"behavior":[76],"it":[78],"more":[80],"stable":[81],"optimizing":[82],"functions":[83],"multimodality.":[86]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
