{"id":"https://openalex.org/W3092488183","doi":"https://doi.org/10.1109/access.2021.3085486","title":"Quantifying the Multi-Objective Cost of Uncertainty","display_name":"Quantifying the Multi-Objective Cost of Uncertainty","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3092488183","doi":"https://doi.org/10.1109/access.2021.3085486","mag":"3092488183"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3085486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3085486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09445102.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09445102.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081620315","display_name":"Byung-Jun Yoon","orcid":"https://orcid.org/0000-0001-9328-1101"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Byung-Jun Yoon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA","Brookhaven National Laboratory, Upton, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY, USA","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073946580","display_name":"Xiaoning Qian","orcid":"https://orcid.org/0000-0002-4347-2476"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoning Qian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112221423","display_name":"Edward R. Dougherty","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward R. Dougherty","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&#x0026;M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081620315"],"corresponding_institution_ids":["https://openalex.org/I200870766","https://openalex.org/I91045830"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9758,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.73693466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"80351","last_page":"80359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9933000206947327,"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/T11053","display_name":"Process Optimization and Integration","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7561889886856079},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.6113796830177307},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.5170060396194458},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"Sensitivity analysis","score":0.4517655670642853},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3482939600944519},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13822951912879944},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.11402279138565063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561889886856079},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.6113796830177307},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.5170060396194458},{"id":"https://openalex.org/C176147448","wikidata":"https://www.wikidata.org/wiki/Q1889114","display_name":"Sensitivity analysis","level":3,"score":0.4517655670642853},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3482939600944519},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13822951912879944},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.11402279138565063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2021.3085486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3085486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09445102.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2010.04653","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.04653","pdf_url":"https://arxiv.org/pdf/2010.04653","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:0804f14c54f14cf38331e3989a292c4e","is_oa":true,"landing_page_url":"https://doaj.org/article/0804f14c54f14cf38331e3989a292c4e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 80351-80359 (2021)","raw_type":"article"},{"id":"pmh:oai:osti.gov:1853045","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1853045","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1109/access.2021.3085486","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3085486","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09445102.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1065316766","display_name":null,"funder_award_id":"Award","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2263840398","display_name":null,"funder_award_id":"DE-SC0019303","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2621533314","display_name":null,"funder_award_id":"1835690","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4134196925","display_name":null,"funder_award_id":"DE-SC0019303","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7181421597","display_name":null,"funder_award_id":"DE-SC001930","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092488183.pdf","grobid_xml":"https://content.openalex.org/works/W3092488183.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W51833465","https://openalex.org/W1510052597","https://openalex.org/W1795392382","https://openalex.org/W1965387924","https://openalex.org/W2015053061","https://openalex.org/W2022238394","https://openalex.org/W2029959045","https://openalex.org/W2051106844","https://openalex.org/W2069062751","https://openalex.org/W2105587783","https://openalex.org/W2110266641","https://openalex.org/W2113799780","https://openalex.org/W2130302879","https://openalex.org/W2132935366","https://openalex.org/W2136683157","https://openalex.org/W2140066605","https://openalex.org/W2155927283","https://openalex.org/W2165350808","https://openalex.org/W2168821089","https://openalex.org/W2170264589","https://openalex.org/W2265470253","https://openalex.org/W2405311485","https://openalex.org/W2545546008","https://openalex.org/W2626048215","https://openalex.org/W2774435077","https://openalex.org/W2778292275","https://openalex.org/W2793847568","https://openalex.org/W2898780698","https://openalex.org/W2904210708","https://openalex.org/W2939601966","https://openalex.org/W2955695301","https://openalex.org/W2963885353","https://openalex.org/W2990480169","https://openalex.org/W2990574367","https://openalex.org/W3041008570","https://openalex.org/W3103128256","https://openalex.org/W3133336478","https://openalex.org/W3148740559","https://openalex.org/W3158391195","https://openalex.org/W4254717236","https://openalex.org/W6680838134","https://openalex.org/W6693135647","https://openalex.org/W6713793443","https://openalex.org/W6756847143","https://openalex.org/W6791080800","https://openalex.org/W6794652640"],"related_works":["https://openalex.org/W4249135812","https://openalex.org/W2116089868","https://openalex.org/W93577605","https://openalex.org/W2033170585","https://openalex.org/W1991803138","https://openalex.org/W337241763","https://openalex.org/W1983007452","https://openalex.org/W4387046439","https://openalex.org/W3128892391","https://openalex.org/W2115703496"],"abstract_inverted_index":{"Various":[0],"real-world":[1,106],"applications":[2],"involve":[3],"modeling":[4],"complex":[5,79],"systems":[6,81],"with":[7],"immense":[8],"uncertainty":[9,25,43,66,77,131],"and":[10,95],"optimizing":[11],"multiple":[12,83],"objectives":[13,30,47],"based":[14,108],"on":[15,26,109],"the":[16,20,23,27,42,46,50,59,93,98,110,118,126],"uncertain":[17,80],"model.":[18],"Quantifying":[19],"impact":[21,128],"of":[22,61,65,76,97,129],"model":[24,130],"given":[28],"operational":[29,84,127],"is":[31],"critical":[32],"for":[33,73,78,124],"designing":[34],"optimal":[35],"experiments":[36],"that":[37,44,69,91],"can":[38,70,121],"most":[39],"effectively":[40],"reduce":[41],"affect":[45],"pertinent":[48],"to":[49,115],"application":[51],"at":[52],"hand.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,103],"propose":[58],"concept":[60,94],"mean":[62],"multi-objective":[63,100,119],"cost":[64],"(multi-objective":[67],"MOCU)":[68],"be":[71,122],"used":[72,123],"objective-based":[74],"quantification":[75],"considering":[82],"objectives.":[85,138],"We":[86],"provide":[87],"several":[88],"illustrative":[89],"examples":[90],"demonstrate":[92,116],"strengths":[96],"proposed":[99],"MOCU.":[101],"Furthermore,":[102],"present":[104],"a":[105],"example":[107],"mammalian":[111],"cell":[112],"cycle":[113],"network":[114],"how":[117],"MOCU":[120],"quantifying":[125],"when":[132],"there":[133],"are":[134],"multiple,":[135],"possibly":[136],"competing,":[137]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
