{"id":"https://openalex.org/W2153793563","doi":"https://doi.org/10.1109/cec.2006.1688465","title":"Evolution Strategies for Robust Optimization","display_name":"Evolution Strategies for Robust Optimization","publication_year":2006,"publication_date":"2006-09-22","ids":{"openalex":"https://openalex.org/W2153793563","doi":"https://doi.org/10.1109/cec.2006.1688465","mag":"2153793563"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2006.1688465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2006.1688465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Evolutionary Computation","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/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":true,"raw_author_name":"H.-G. Beyer","raw_affiliation_strings":["Vorarlberg University of Applied Sciences, Dornbirn, Austria"],"affiliations":[{"raw_affiliation_string":"Vorarlberg University of Applied Sciences, Dornbirn, Austria","institution_ids":["https://openalex.org/I675453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066418464","display_name":"Bernhard Sendhoff","orcid":"https://orcid.org/0000-0002-1233-9584"},"institutions":[{"id":"https://openalex.org/I4210112253","display_name":"Honda (Germany)","ror":"https://ror.org/022c1xk47","country_code":"DE","type":"company","lineage":["https://openalex.org/I1283473643","https://openalex.org/I4210112253"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Sendhoff","raw_affiliation_strings":["Honda Research Institute Europe GmbH, Offenbach am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Honda Research Institute Europe GmbH, Offenbach am Main, Germany","institution_ids":["https://openalex.org/I4210112253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058598249"],"corresponding_institution_ids":["https://openalex.org/I675453"],"apc_list":null,"apc_paid":null,"fwci":1.8608,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.88049217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1346","last_page":"1353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9993000030517578,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9993000030517578,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9934999942779541,"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":0.9918000102043152,"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/noise","display_name":"Noise (video)","score":0.7252780199050903},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6440156698226929},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5537890195846558},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5426493287086487},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5354039669036865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5320409536361694},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5034562945365906},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4906731843948364},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.48128432035446167},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.45664167404174805},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4562881588935852},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3848681151866913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3289429843425751},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3012596666812897},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.26785025000572205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20762485265731812},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.17828094959259033}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7252780199050903},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6440156698226929},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5537890195846558},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5426493287086487},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5354039669036865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5320409536361694},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5034562945365906},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4906731843948364},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.48128432035446167},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.45664167404174805},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4562881588935852},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3848681151866913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3289429843425751},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3012596666812897},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.26785025000572205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20762485265731812},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.17828094959259033},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2006.1688465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2006.1688465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.60.3953","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.3953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.staff.fh-vorarlberg.ac.at/~hgb/New-Papers/CEC06_BS06a.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W621301","https://openalex.org/W138752385","https://openalex.org/W1482718813","https://openalex.org/W1525997788","https://openalex.org/W1531722566","https://openalex.org/W1551962532","https://openalex.org/W1855688529","https://openalex.org/W1976379984","https://openalex.org/W2012994691","https://openalex.org/W2103503350","https://openalex.org/W2112036188","https://openalex.org/W2156106639","https://openalex.org/W2160958384","https://openalex.org/W2166913352","https://openalex.org/W4285719527","https://openalex.org/W6631901941"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928","https://openalex.org/W2593449396","https://openalex.org/W91044377"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"two":[5],"evolutionary":[6,92],"strategies":[7,93],"for":[8,42],"the":[9,22,31,34,44,48,52,64,72,77,80,85,88,95,100,113,128,135,138],"optimization":[10],"of":[11,79,87,102,140],"problems":[12],"with":[13,132],"actuator":[14,103],"noise":[15,97,115],"as":[16],"encountered":[17],"in":[18,91,99],"robust":[19],"optimization,":[20],"where":[21],"design":[23],"or":[24],"objective":[25],"parameters":[26],"are":[27,121,130],"subject":[28],"to":[29,51,110,134],"noise:":[30],"ROSAES":[32,83,141],"and":[33,75,94,127,137,142],"ROCSAES.":[35],"Both":[36],"algorithms":[37],"use":[38],"a":[39],"control":[40],"rule":[41],"increasing":[43],"population":[45,73,106],"size":[46,74],"when":[47],"residual":[49,65],"error":[50,66],"optimizer":[53],"state":[54],"has":[55,60],"been":[56],"reached.":[57],"Theoretical":[58],"analysis":[59],"previously":[61],"shown":[62],"that":[63,112],"depends":[67],"among":[68],"other":[69],"factors":[70],"on":[71,76,124,144],"variance":[78,107],"noise.":[81,104],"Furthermore,":[82],"exploits":[84],"similarity":[86],"mutation":[89],"term":[90,98],"additive":[96],"case":[101],"The":[105],"is":[108,117],"controlled":[109],"guarantee":[111],"realized":[114],"level":[116],"adjusted":[118],"correctly.":[119],"Simulations":[120],"carried":[122],"out":[123],"test":[125],"functions":[126],"results":[129],"analyzed":[131],"respect":[133],"performance":[136],"dependence":[139],"ROCSAES":[143],"newly":[145],"introduced":[146],"exogenous":[147],"strategy":[148],"parameters.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}