{"id":"https://openalex.org/W1599844062","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000493","title":"Analysis of Constrained Optimization Problems by the SCE-UA with an Adaptive Penalty Function","display_name":"Analysis of Constrained Optimization Problems by the SCE-UA with an Adaptive Penalty Function","publication_year":2015,"publication_date":"2015-06-12","ids":{"openalex":"https://openalex.org/W1599844062","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000493","mag":"1599844062"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000493","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000493","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-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/A5100330707","display_name":"Sangho Lee","orcid":"https://orcid.org/0000-0002-3331-1089"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangho Lee","raw_affiliation_strings":["Professor, Dept. of Civil Engineering, Pukyong National Univ., 45 Yongso-ro, Nam-gu, Busan, Korea"],"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil Engineering, Pukyong National Univ., 45 Yongso-ro, Nam-gu, Busan, Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077569623","display_name":"Taeuk Kang","orcid":"https://orcid.org/0000-0001-6430-3471"},"institutions":[{"id":"https://openalex.org/I155671955","display_name":"Korea Atomic Energy Research Institute","ror":"https://ror.org/01xb4fs50","country_code":"KR","type":"facility","lineage":["https://openalex.org/I155671955","https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Taeuk Kang","raw_affiliation_strings":["Postdoctoral Research Associate, K-water Research Institute, 125 Yuseong-daero 1689 beon-gil, Yuseong-gu, Daejeon, Korea (corresponding author)"],"affiliations":[{"raw_affiliation_string":"Postdoctoral Research Associate, K-water Research Institute, 125 Yuseong-daero 1689 beon-gil, Yuseong-gu, Daejeon, Korea (corresponding author)","institution_ids":["https://openalex.org/I155671955"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077569623"],"corresponding_institution_ids":["https://openalex.org/I155671955"],"apc_list":null,"apc_paid":null,"fwci":1.3476,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80840808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/penalty-method","display_name":"Penalty method","score":0.793371856212616},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.744360625743866},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.6674133539199829},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574277937412262},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4998509883880615},{"id":"https://openalex.org/keywords/constrained-optimization","display_name":"Constrained optimization","score":0.47022008895874023},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4652109444141388},{"id":"https://openalex.org/keywords/engineering-optimization","display_name":"Engineering optimization","score":0.4627611041069031},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.44621026515960693},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.43610015511512756},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.42879927158355713},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4123944938182831},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2208656668663025},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1755644679069519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10338848829269409}],"concepts":[{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.793371856212616},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.744360625743866},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.6674133539199829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574277937412262},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4998509883880615},{"id":"https://openalex.org/C55660270","wikidata":"https://www.wikidata.org/wiki/Q5164377","display_name":"Constrained optimization","level":2,"score":0.47022008895874023},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4652109444141388},{"id":"https://openalex.org/C110850998","wikidata":"https://www.wikidata.org/wiki/Q5377895","display_name":"Engineering optimization","level":3,"score":0.4627611041069031},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44621026515960693},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.43610015511512756},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.42879927158355713},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4123944938182831},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2208656668663025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1755644679069519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10338848829269409},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000493","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000493","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8399999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322010","display_name":"Ministry of Land, Infrastructure and Transport","ror":"https://ror.org/04xt5aa77"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W767776073","https://openalex.org/W1529780966","https://openalex.org/W1568811820","https://openalex.org/W1938086845","https://openalex.org/W1999310382","https://openalex.org/W2000779904","https://openalex.org/W2012185375","https://openalex.org/W2012781825","https://openalex.org/W2038659300","https://openalex.org/W2040117584","https://openalex.org/W2054954118","https://openalex.org/W2055843747","https://openalex.org/W2058998445","https://openalex.org/W2106628226","https://openalex.org/W2109186132","https://openalex.org/W2111761631","https://openalex.org/W2113123876","https://openalex.org/W2122315938","https://openalex.org/W2126269902","https://openalex.org/W2136328522","https://openalex.org/W2145479420","https://openalex.org/W2161029074","https://openalex.org/W2163023076","https://openalex.org/W2164655924","https://openalex.org/W2165109867","https://openalex.org/W2167580870","https://openalex.org/W2329382317","https://openalex.org/W6678616188"],"related_works":["https://openalex.org/W2936968591","https://openalex.org/W2729115982","https://openalex.org/W2355277499","https://openalex.org/W1585149780","https://openalex.org/W2111888732","https://openalex.org/W2097445708","https://openalex.org/W1996545838","https://openalex.org/W2036471868","https://openalex.org/W2937621662","https://openalex.org/W2000609527"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms":[1,24,49],"are":[2,15,25],"used":[3,32,46,100],"to":[4,17,33,41,61,71,81,89,101,114,124,152,173,188],"solve":[5,34],"optimization":[6,20,35,53,117,145,195,201,216],"problems":[7,36,217],"in":[8,27,212,218],"a":[9,91,137],"wide":[10],"range":[11],"of":[12,57,67,84,128,192],"fields":[13],"and":[14,87],"considered":[16],"be":[18,31,45],"global":[19],"algorithms.":[21],"However,":[22],"evolutionary":[23],"limited":[26],"that":[28,78],"they":[29],"cannot":[30],"with":[37,47,165],"constraints.":[38,73,198],"Additional":[39],"methods":[40],"implement":[42],"constraints":[43,103],"must":[44],"these":[48],"when":[50],"solving":[51,213],"constrained":[52,116,200,215],"problems.":[54,118],"The":[55,107,119,199],"purpose":[56],"the":[58,63,105,129,155,159,162,166,181,184,190,193,206,219],"study":[59],"is":[60,79,136,180],"improve":[62,189],"Shuffled":[64],"Complex":[65],"Evolution-University":[66],"Arizona":[68],"(SCE-UA)":[69],"algorithm":[70,120],"include":[72],"An":[74,140],"adaptive":[75,167,207],"penalty":[76,168,208],"function":[77,169,209],"easy":[80],"implement,":[82],"free":[83],"parameter":[85],"tuning,":[86],"guaranteed":[88],"find":[90],"solution":[92],"for":[93],"every":[94,97],"problem":[95],"at":[96],"run":[98],"was":[99,110,121,149,186],"impose":[102],"on":[104],"SCE-UA.":[106],"modified":[108,163,203],"SCE-UA":[109,164],"validated":[111],"by":[112,143,196,204],"application":[113],"two":[115],"also":[122],"applied":[123],"an":[125],"automatic":[126,141],"calibration":[127,142,185],"storm":[130],"water":[131,220],"management":[132],"model":[133],"(SWMM),":[134],"which":[135],"hydrological":[138],"model.":[139],"unconstrained":[144,177,194],"(the":[146],"original":[147],"SCE-UA)":[148],"not":[150],"able":[151],"properly":[153],"simulate":[154],"observed":[156],"data.":[157],"On":[158],"other":[160],"hand,":[161],"produced":[170],"results":[171],"superior":[172],"those":[174],"obtained":[175],"using":[176],"optimization.":[178],"That":[179],"reason":[182],"why":[183],"advanced":[187],"limitation":[191],"imposing":[197],"module":[202],"embedding":[205],"could":[210],"help":[211],"various":[214],"resources":[221],"engineering":[222],"field.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}