{"id":"https://openalex.org/W4396605068","doi":"https://doi.org/10.1109/tetci.2024.3393368","title":"A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages","display_name":"A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages","publication_year":2024,"publication_date":"2024-05-03","ids":{"openalex":"https://openalex.org/W4396605068","doi":"https://doi.org/10.1109/tetci.2024.3393368"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3393368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3393368","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/A5016590823","display_name":"Xiaoyu Zhong","orcid":"https://orcid.org/0009-0000-0809-0483"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyu Zhong","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032656122","display_name":"Xiangjuan Yao","orcid":"https://orcid.org/0000-0003-3207-703X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjuan Yao","raw_affiliation_strings":["School of Mathematics, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023816035","display_name":"Kangjia Qiao","orcid":"https://orcid.org/0000-0003-1713-7700"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kangjia Qiao","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101490563","display_name":"Dunwei Gong","orcid":"https://orcid.org/0000-0003-2838-4301"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunwei Gong","raw_affiliation_strings":["School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016590823"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":6.5104,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97142501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":"5","first_page":"3474","last_page":"3488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9975000023841858,"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":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.8755710124969482},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7140339016914368},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7011374235153198},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6682999730110168},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4571346044540405},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4539986252784729},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4472638964653015},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4415168762207031},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43782326579093933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35276901721954346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2795913815498352},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24049317836761475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1267375648021698},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07932674884796143}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.8755710124969482},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7140339016914368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7011374235153198},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6682999730110168},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4571346044540405},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4539986252784729},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4472638964653015},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4415168762207031},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43782326579093933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35276901721954346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2795913815498352},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24049317836761475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1267375648021698},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07932674884796143},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3393368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3393368","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/G4250825002","display_name":null,"funder_award_id":"42230704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4576931673","display_name":null,"funder_award_id":"62373357","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W225560312","https://openalex.org/W1522538275","https://openalex.org/W1912576130","https://openalex.org/W2022485595","https://openalex.org/W2106980278","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2133738572","https://openalex.org/W2151339633","https://openalex.org/W2153654820","https://openalex.org/W2156194072","https://openalex.org/W2413527939","https://openalex.org/W2582113504","https://openalex.org/W2764251381","https://openalex.org/W2770581177","https://openalex.org/W2914106598","https://openalex.org/W2923639984","https://openalex.org/W2962873766","https://openalex.org/W2962947982","https://openalex.org/W2963115819","https://openalex.org/W2963371534","https://openalex.org/W3003371093","https://openalex.org/W3012133843","https://openalex.org/W3036925570","https://openalex.org/W3083389730","https://openalex.org/W3098978449","https://openalex.org/W3120732119","https://openalex.org/W3126639668","https://openalex.org/W3134125492","https://openalex.org/W3136310514","https://openalex.org/W3140707475","https://openalex.org/W3142367811","https://openalex.org/W3164463895","https://openalex.org/W3167591632","https://openalex.org/W3176681481","https://openalex.org/W3181078230","https://openalex.org/W3187022876","https://openalex.org/W3195664246","https://openalex.org/W3215619686","https://openalex.org/W3216331645","https://openalex.org/W4206289801","https://openalex.org/W4206918614","https://openalex.org/W4214941022","https://openalex.org/W4226213489","https://openalex.org/W4226466736","https://openalex.org/W4282917145","https://openalex.org/W4285106612","https://openalex.org/W4285219208","https://openalex.org/W4293723280","https://openalex.org/W4307240875","https://openalex.org/W4313461204","https://openalex.org/W4320015745","https://openalex.org/W4321378823","https://openalex.org/W4324125125","https://openalex.org/W4378804667","https://openalex.org/W4386698152","https://openalex.org/W4391305522","https://openalex.org/W6631460888","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W2145877535","https://openalex.org/W1588199609","https://openalex.org/W2384474142","https://openalex.org/W2022485595"],"abstract_inverted_index":{"Solving":[0],"constrained":[1,55,147],"multi-objective":[2,56],"optimization":[3,9,28,57],"problems":[4],"(CMOPs)":[5],"via":[6],"evolutionary":[7],"multitasking":[8],"(EMTO)":[10],"algorithm":[11],"is":[12,43,65,115,160],"a":[13,84,110,123,155],"meaningful":[14],"attempt":[15],"due":[16],"to":[17,67,121,144,162],"the":[18,26,32,37,80,107,126,141,146,164,167,186,194],"fact":[19],"that":[20,129],"knowledge":[21,157],"learning":[22],"and":[23,61,83,91,98,101,169,181,185],"transfer":[24,158],"across":[25],"related":[27],"exercises":[29],"can":[30],"improve":[31],"efficiency":[33],"of":[34,39,201],"others.":[35],"However,":[36],"utilization":[38],"EMTO":[40],"in":[41,45,106],"CMOPs":[42],"still":[44],"its":[46],"infancy.":[47],"To":[48],"fill":[49],"this":[50],"research":[51],"gap,":[52],"an":[53,69],"EMTO-based":[54],"framework":[58],"including":[59],"forward":[60,88],"backward":[62,108],"stages":[63],"(CEMTFB)":[64],"developed":[66],"address":[68],"original":[70,81,142,168],"CMOP":[71,77],"task":[72,82,86,120,143],"together":[73],"with":[74,90,140],"two":[75,151],"helper":[76,85,119,170],"tasks.":[78,171],"Firstly,":[79],"evolve":[87],"simultaneously":[89],"without":[92],"constraints,":[93],"responsible":[94],"for":[95,117],"exploring":[96],"well-converged":[97],"well-distributed":[99],"feasible":[100,136],"infeasible":[102],"solutions,":[103],"respectively.":[104],"Then,":[105],"stage,":[109],"novel":[111],"reverse":[112],"haulage":[113],"strategy":[114,159],"designed":[116],"another":[118],"conduct":[122],"search":[124],"within":[125],"promising":[127],"areas":[128],"are":[130,175],"not":[131],"dominated":[132],"by":[133],"any":[134],"examined":[135],"solution,":[137],"thereby":[138],"collaborating":[139],"approach":[145],"Pareto":[148],"front":[149],"from":[150],"complementary":[152],"directions.":[153],"Moreover,":[154],"dynamic":[156],"proposed":[161],"coordinate":[163],"interaction":[165],"between":[166],"Finally,":[172],"comprehensive":[173],"experiments":[174],"conducted":[176],"on":[177],"45":[178],"benchmark":[179],"functions":[180],"19":[182],"real-world":[183],"CMOPs,":[184],"comparison":[187],"against":[188],"seven":[189],"state-of-the-art":[190],"peer":[191],"methods":[192],"demonstrates":[193],"superior":[195],"or":[196],"at":[197],"least":[198],"competitive":[199],"performance":[200],"CEMTFB.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
