{"id":"https://openalex.org/W2896574026","doi":"https://doi.org/10.1109/cec.2018.8477811","title":"Evolving Robust Solutions for Stochastically Varying Problems","display_name":"Evolving Robust Solutions for Stochastically Varying Problems","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896574026","doi":"https://doi.org/10.1109/cec.2018.8477811","mag":"2896574026"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2018.8477811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 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/A5010867632","display_name":"J\u00f4nata Tyska Carvalho","orcid":"https://orcid.org/0000-0001-9020-2076"},"institutions":[{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT","US"],"is_corresponding":true,"raw_author_name":"Jonata Tyska Carvalho","raw_affiliation_strings":["Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia","institution_ids":["https://openalex.org/I4210166865","https://openalex.org/I197604219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090304213","display_name":"Nicola Milano","orcid":"https://orcid.org/0000-0002-1604-5161"},"institutions":[{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Nicola Milano","raw_affiliation_strings":["Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia","institution_ids":["https://openalex.org/I4210166865","https://openalex.org/I197604219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022836666","display_name":"Stefano Nolfi","orcid":"https://orcid.org/0000-0001-5035-442X"},"institutions":[{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]},{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Stefano Nolfi","raw_affiliation_strings":["Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Sciences and Technologies, National Research Council (CNR), Roma, Italia","institution_ids":["https://openalex.org/I4210166865","https://openalex.org/I197604219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010867632"],"corresponding_institution_ids":["https://openalex.org/I197604219","https://openalex.org/I4210166865"],"apc_list":null,"apc_paid":null,"fwci":0.4235,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69130629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"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/T11182","display_name":"Auction Theory and Applications","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11976","display_name":"Capital Investment and Risk Analysis","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6392923593521118},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5905728340148926},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.518080472946167},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5087378621101379},{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.4348348379135132},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42990192770957947},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4139784276485443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21999451518058777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19280606508255005},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08328866958618164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6392923593521118},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5905728340148926},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.518080472946167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5087378621101379},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.4348348379135132},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42990192770957947},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4139784276485443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21999451518058777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19280606508255005},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08328866958618164},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2018.8477811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2018.8477811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1514875444","https://openalex.org/W1544877849","https://openalex.org/W1547136369","https://openalex.org/W1548589545","https://openalex.org/W1569296262","https://openalex.org/W1974641664","https://openalex.org/W1977023370","https://openalex.org/W2006038922","https://openalex.org/W2111935653","https://openalex.org/W2117179645","https://openalex.org/W2132602793","https://openalex.org/W2148067905","https://openalex.org/W2156106639","https://openalex.org/W2160958384","https://openalex.org/W2786430527","https://openalex.org/W2786940784","https://openalex.org/W2883344759","https://openalex.org/W2997026295","https://openalex.org/W4211059674","https://openalex.org/W4234270231","https://openalex.org/W4247090167","https://openalex.org/W4251990921","https://openalex.org/W6632354854","https://openalex.org/W6632957068","https://openalex.org/W6637653655","https://openalex.org/W6681804199","https://openalex.org/W6748757794"],"related_works":["https://openalex.org/W1600697036","https://openalex.org/W1601337804","https://openalex.org/W4392983437","https://openalex.org/W2035858348","https://openalex.org/W2155106162","https://openalex.org/W2010047220","https://openalex.org/W2004235806","https://openalex.org/W2152083270","https://openalex.org/W2552595315","https://openalex.org/W4231598561"],"abstract_inverted_index":{"We":[0],"demonstrate":[1],"how":[2],"evaluating":[3],"candidate":[4],"solutions":[5],"in":[6,51,65,79,140,162],"a":[7,19,80,117],"limited":[8,118],"number":[9,119,143],"of":[10,46,56,62,83,90,100,109,120,144,159,179],"stochastically":[11],"varying":[12],"conditions":[13,103,123,147],"that":[14,124],"vary":[15,125],"over":[16,126],"generations":[17,127],"at":[18],"moderate":[20],"rate":[21],"is":[22,128,148],"an":[23,43],"effective":[24],"method":[25,37],"for":[26,38,87],"developing":[27],"high":[28],"quality":[29],"robust":[30,110],"solutions.":[31,111],"Indeed,":[32,112],"agents":[33,58,68,115,165],"evolved":[34],"with":[35,135],"this":[36],"the":[39,47,53,57,60,63,67,73,77,93,107,142,151,157,164,170,177,180],"ability":[40,74],"to":[41,75,95,116,132,137,153,168,175],"solve":[42,76],"extended":[44],"version":[45],"double-pole":[48],"balancing":[49],"problem,":[50],"which":[52,66,141,163],"initial":[54],"state":[55],"and":[59,86,130,173],"characteristics":[61],"environment":[64],"are":[69],"situated":[70],"vary,":[71],"show":[72],"problem":[78],"wide":[81],"variety":[82],"environmental":[84,102,122,146,154],"circumstances":[85],"prolonged":[88],"periods":[89],"time":[91],"without":[92],"need":[94],"readapt.":[96],"The":[97],"combinatorial":[98],"explosion":[99],"possible":[101],"does":[104],"not":[105],"prevent":[106],"evolution":[108,158],"exposing":[113],"evolving":[114],"different":[121],"sufficient":[129],"leads":[131],"better":[133],"results":[134],"respect":[136],"control":[138,181],"experiments":[139],"experienced":[145],"greater.":[149],"Interestingly":[150],"exposure":[152],"variations":[155],"promotes":[156],"convergent":[160],"strategies":[161],"act":[166],"so":[167,174],"exhibit":[169],"required":[171],"functionality":[172],"reduce":[176],"complexity":[178],"problem.":[182]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}