{"id":"https://openalex.org/W2074197819","doi":"https://doi.org/10.1109/tevc.2013.2244898","title":"An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization","display_name":"An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization","publication_year":2013,"publication_date":"2013-02-04","ids":{"openalex":"https://openalex.org/W2074197819","doi":"https://doi.org/10.1109/tevc.2013.2244898","mag":"2074197819"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2013.2244898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2013.2244898","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","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/A5100461643","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-3093-4571"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Department of Computing, Glyndwr University, Wrexham, U.K","Dept. of Comput., Glyndwr Univ., Wrexham, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Glyndwr University, Wrexham, U.K","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput., Glyndwr Univ., Wrexham, UK","institution_ids":["https://openalex.org/I184856343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000546219","display_name":"Qingfu Zhang","orcid":"https://orcid.org/0000-0003-0786-0671"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qingfu Zhang","raw_affiliation_strings":["University of Essex, School of Computer Science and Electronic Engineering, Colchester, U.K","[Sch. of Comput. Sci. & Electron. Eng., Univ. of Essex, Colchester, UK]"],"affiliations":[{"raw_affiliation_string":"University of Essex, School of Computer Science and Electronic Engineering, Colchester, U.K","institution_ids":[]},{"raw_affiliation_string":"[Sch. of Comput. Sci. & Electron. Eng., Univ. of Essex, Colchester, UK]","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041853563","display_name":"F.V. Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8682-2280"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco V. Fernandez","raw_affiliation_strings":["IMSE, University of Sevilla, Sevilla, Spain","CSIC-University of Sevilla, Sevilla, Spain"],"affiliations":[{"raw_affiliation_string":"IMSE, University of Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"CSIC-University of Sevilla, Sevilla, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029270525","display_name":"Georges Gielen","orcid":"https://orcid.org/0000-0002-4061-9428"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Georges G. E. Gielen","raw_affiliation_strings":["ESAT-MICAS, Katholieke Universiteit Leuven, Leuven, Belgium","ESAT-MICAS, Katholieke Univ. Leuven, Leuven, Belgium#TAB#"],"affiliations":[{"raw_affiliation_string":"ESAT-MICAS, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"ESAT-MICAS, Katholieke Univ. Leuven, Leuven, Belgium#TAB#","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100461643"],"corresponding_institution_ids":["https://openalex.org/I184856343"],"apc_list":null,"apc_paid":null,"fwci":3.6988,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.93252135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"786","last_page":"796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7163674235343933},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.686682403087616},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5812520384788513},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.550480842590332},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5314663052558899},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5252889394760132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5163348913192749},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4908347725868225},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.4836896061897278},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.47576943039894104},{"id":"https://openalex.org/keywords/continuous-optimization","display_name":"Continuous optimization","score":0.475673109292984},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44289839267730713},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4200066030025482},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34484386444091797},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.20799097418785095},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.09472769498825073}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7163674235343933},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.686682403087616},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5812520384788513},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.550480842590332},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5314663052558899},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5252889394760132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5163348913192749},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4908347725868225},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.4836896061897278},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.47576943039894104},{"id":"https://openalex.org/C92995354","wikidata":"https://www.wikidata.org/wiki/Q5165499","display_name":"Continuous optimization","level":4,"score":0.475673109292984},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44289839267730713},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4200066030025482},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34484386444091797},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.20799097418785095},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.09472769498825073},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tevc.2013.2244898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2013.2244898","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:glyndwr.collections.crest.ac.uk:8323","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400866","display_name":"Glyndwr University Research Online (Glyndwr University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184856343","host_organization_name":"Wrexham University","host_organization_lineage":["https://openalex.org/I184856343"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:eprints.gla.ac.uk:209581","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/209581/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5299999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311731","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W343472390","https://openalex.org/W647000994","https://openalex.org/W1509672697","https://openalex.org/W1521406110","https://openalex.org/W1536615069","https://openalex.org/W1596902209","https://openalex.org/W1879678483","https://openalex.org/W1976442029","https://openalex.org/W1982141993","https://openalex.org/W1993562684","https://openalex.org/W2016770622","https://openalex.org/W2030999551","https://openalex.org/W2098907614","https://openalex.org/W2099549006","https://openalex.org/W2102862543","https://openalex.org/W2126105956","https://openalex.org/W2126639080","https://openalex.org/W2135062233","https://openalex.org/W2135194391","https://openalex.org/W2140525443","https://openalex.org/W2143381319","https://openalex.org/W2147977031","https://openalex.org/W2150046657","https://openalex.org/W2152360535","https://openalex.org/W2162792715","https://openalex.org/W2432516117","https://openalex.org/W2477549658","https://openalex.org/W2612487376","https://openalex.org/W3149173134","https://openalex.org/W4233249758","https://openalex.org/W4252684946","https://openalex.org/W4254845134","https://openalex.org/W4300580367"],"related_works":["https://openalex.org/W584331704","https://openalex.org/W3100089490","https://openalex.org/W2399446748","https://openalex.org/W2353480216","https://openalex.org/W2044709125","https://openalex.org/W308707143","https://openalex.org/W2065543187","https://openalex.org/W4256133869","https://openalex.org/W2009632801","https://openalex.org/W2118393387"],"abstract_inverted_index":{"In":[0,77,134],"engineering":[1],"design":[2],"and":[3,13,50,72,97],"manufacturing":[4],"optimization,":[5],"the":[6,14,61,84,98,121,153,173,195],"trade-off":[7],"between":[8],"a":[9,23,28,68,188],"quality":[10],"performance":[11,19],"metric":[12],"probability":[15],"of":[16,22,67,90,100,123,128,172,197],"satisfying":[17],"all":[18],"specifications":[20],"(yield)":[21],"product":[24],"naturally":[25],"leads":[26],"to":[27,94,120,158],"chance-constrained":[29],"bi-objective":[30,174],"stochastic":[31],"optimization":[32,42,45,75,138],"problem":[33,171],"(CBSOP).":[34],"A":[35,169],"new":[36],"method,":[37],"called":[38],"MOOLP":[39],"(multi-objective":[40],"uncertain":[41],"with":[43,60,152],"ordinal":[44],"(OO)),":[46],"Latin":[47],"supercube":[48],"sampling":[49],"parallel":[51],"computation),":[52],"is":[53,164,182],"proposed":[54,64],"in":[55,184],"this":[56,185],"paper":[57,186],"for":[58,104,130,167,177],"dealing":[59],"CBSOP.":[62],"This":[63,110],"method":[65],"consists":[66],"constraint":[69,79],"satisfaction":[70,80],"phase":[71],"an":[73,87,125,178],"objective":[74,137],"phase.":[76],"its":[78,135],"phase,":[81,139],"by":[82,140],"using":[83,124,141],"OO":[85],"technique,":[86],"adequate":[88],"number":[89,99,127],"samples":[91,129],"are":[92],"allocated":[93],"promising":[95],"solutions,":[96],"unnecessary":[101],"MC":[102,160],"simulations":[103],"noncritical":[105],"solutions":[106],"can":[107,111,149],"be":[108,150],"reduced.":[109],"achieve":[112],"more":[113,143],"than":[114,144],"five":[115,145],"times":[116,146],"speed":[117,147],"enhancement":[118,148],"compared":[119,157],"application":[122],"equal":[126],"each":[131],"candidate":[132],"solution.":[133],"MOEA/D-based":[136],"LSS,":[142],"achieved":[151],"same":[154],"estimation":[155],"accuracy":[156],"primitive":[159],"simulation.":[161],"Parallel":[162],"computation":[163],"also":[165],"used":[166,183],"speedup.":[168],"real-world":[170],"variation-aware":[175],"sizing":[176],"analog":[179],"integrated":[180],"circuit":[181],"as":[187],"practical":[189],"application.":[190],"The":[191],"experiments":[192],"clearly":[193],"demonstrate":[194],"advantages":[196],"MOOLP.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
