{"id":"https://openalex.org/W4392796553","doi":"https://doi.org/10.1109/tetci.2024.3369710","title":"A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions","display_name":"A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions","publication_year":2024,"publication_date":"2024-03-14","ids":{"openalex":"https://openalex.org/W4392796553","doi":"https://doi.org/10.1109/tetci.2024.3369710"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3369710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3369710","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","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/A5048640231","display_name":"Wei Du","orcid":"https://orcid.org/0000-0003-3976-2275"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Du","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3976-2275","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002668780","display_name":"Wenxuan Fang","orcid":"https://orcid.org/0009-0000-0512-9928"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxuan Fang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0000-0512-9928","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101442863","display_name":"Chen Liang","orcid":"https://orcid.org/0009-0002-7454-9437"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Liang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0002-7454-9437","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028570509","display_name":"Yang Tang","orcid":"https://orcid.org/0000-0002-2750-8029"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Tang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2750-8029","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032314861","display_name":"Yaochu Jin","orcid":"https://orcid.org/0000-0003-1100-0631"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaochu Jin","raw_affiliation_strings":["School of Engineering, Westlake University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1100-0631","affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048640231"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":2.3179,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89268715,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"5","first_page":"3589","last_page":"3602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9501000046730042,"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":0.9501000046730042,"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":0.9362000226974487,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9269999861717224,"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/dual","display_name":"Dual (grammatical number)","score":0.7234287261962891},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5600844025611877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5289385914802551},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5244557857513428},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41962170600891113},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3772767186164856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3474785089492798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3195303678512573},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15424346923828125},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0769866406917572}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7234287261962891},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5600844025611877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5289385914802551},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5244557857513428},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41962170600891113},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3772767186164856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3474785089492798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3195303678512573},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15424346923828125},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0769866406917572},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3369710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3369710","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4360841148","display_name":null,"funder_award_id":"22QA1402400","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"},{"id":"https://openalex.org/G5987548019","display_name":null,"funder_award_id":"62373154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7843069097","display_name":null,"funder_award_id":"62173144","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1544436025","https://openalex.org/W1608348795","https://openalex.org/W1967053981","https://openalex.org/W1968005908","https://openalex.org/W1974246280","https://openalex.org/W1993377828","https://openalex.org/W1997104952","https://openalex.org/W2001816465","https://openalex.org/W2017258920","https://openalex.org/W2020035157","https://openalex.org/W2050845158","https://openalex.org/W2063966510","https://openalex.org/W2068610075","https://openalex.org/W2069739265","https://openalex.org/W2104509005","https://openalex.org/W2113759406","https://openalex.org/W2115343860","https://openalex.org/W2123682012","https://openalex.org/W2137855775","https://openalex.org/W2142577776","https://openalex.org/W2142669108","https://openalex.org/W2143210223","https://openalex.org/W2150337126","https://openalex.org/W2154411958","https://openalex.org/W2155529731","https://openalex.org/W2156106639","https://openalex.org/W2161032864","https://openalex.org/W2166364496","https://openalex.org/W2222057026","https://openalex.org/W2337108669","https://openalex.org/W2502271158","https://openalex.org/W2557596507","https://openalex.org/W2558411781","https://openalex.org/W2581156000","https://openalex.org/W2583899967","https://openalex.org/W2586411439","https://openalex.org/W2755582626","https://openalex.org/W2808968996","https://openalex.org/W2883039463","https://openalex.org/W2900754213","https://openalex.org/W2959993166","https://openalex.org/W2963115819","https://openalex.org/W2966238001","https://openalex.org/W2976733790","https://openalex.org/W2977620944","https://openalex.org/W3174538964","https://openalex.org/W3176681481","https://openalex.org/W3198601643","https://openalex.org/W3203197121","https://openalex.org/W3215619686","https://openalex.org/W4210618988","https://openalex.org/W6640368482","https://openalex.org/W6732466778"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2503350049","https://openalex.org/W2329386257","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2397616145","https://openalex.org/W2187401768","https://openalex.org/W2384897607","https://openalex.org/W2887328214"],"abstract_inverted_index":{"In":[0,52],"robust":[1,22,59,65,72,84,109,117,143,168,194],"optimization":[2,105,148,195],"problems,":[3],"the":[4,21,63,79,83,91,99,103,108,116,124,128,136,142,147,162],"magnitude":[5],"of":[6,90,102],"perturbations":[7,25],"is":[8,94],"relatively":[9],"small.":[10],"Consequently,":[11],"solutions":[12],"within":[13],"certain":[14],"regions":[15,42],"are":[16,26,50],"less":[17],"likely":[18],"to":[19,39,95,139,215],"represent":[20],"optima":[23,45,49],"when":[24,190],"introduced.":[27],"Hence,":[28],"a":[29,57,153],"more":[30],"efficient":[31],"search":[32,163],"process":[33],"would":[34],"benefit":[35],"from":[36,123],"increased":[37],"opportunities":[38],"explore":[40],"promising":[41],"where":[43],"global":[44],"or":[46],"good":[47],"local":[48],"situated.":[51],"this":[53],"paper,":[54],"we":[55],"introduce":[56],"novel":[58],"evolutionary":[60,66],"algorithm":[61,67],"named":[62],"dual-stage":[64],"(DREA)":[68],"aimed":[69],"at":[70],"discovering":[71],"solutions.":[73,170],"DREA":[74,138,175,209],"operates":[75],"in":[76,98,127],"two":[77,132],"stages:":[78],"peak-detection":[80,92],"stage":[81,93,111],"and":[82,158,167,202],"solution-searching":[85,110],"stage.":[86,130],"The":[87],"primary":[88],"objective":[89],"identify":[96],"peaks":[97,125],"fitness":[100],"landscape":[101],"original":[104],"problem.":[106,149],"Conversely,":[107],"focuses":[112],"on":[113,192],"swiftly":[114],"identifying":[115],"optimal":[118,144,166,169],"solution":[119,145,156],"using":[120],"information":[121],"obtained":[122],"discovered":[126],"initial":[129],"These":[131],"stages":[133],"collectively":[134],"enable":[135],"proposed":[137],"efficiently":[140],"obtain":[141],"for":[146,165],"This":[150],"approach":[151],"achieves":[152],"balance":[154],"between":[155],"optimality":[157],"robustness":[159],"by":[160,186],"separating":[161],"processes":[164],"Experimental":[171],"results":[172],"demonstrate":[173],"that":[174],"significantly":[176],"outperforms":[177],"five":[178,217],"state-of-the-art":[179],"algorithms":[180],"across":[181],"18":[182],"test":[183],"problems":[184,196],"characterized":[185],"diverse":[187],"complexities.":[188],"Moreover,":[189],"evaluated":[191],"higher-dimensional":[193],"(100-":[197],"<inline-formula":[198,204],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[199,205],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[200,206],"notation=\"LaTeX\">$D$</tex-math></inline-formula>":[201,207],"200-":[203],"),":[208],"also":[210],"demonstrates":[211],"superior":[212],"performance":[213],"compared":[214],"all":[216],"counterpart":[218],"algorithms.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}