{"id":"https://openalex.org/W4399346721","doi":"https://doi.org/10.1109/tevc.2024.3409431","title":"Hyperbolic Neural Network-Based Preselection for Expensive Multiobjective Optimization","display_name":"Hyperbolic Neural Network-Based Preselection for Expensive Multiobjective Optimization","publication_year":2024,"publication_date":"2024-06-04","ids":{"openalex":"https://openalex.org/W4399346721","doi":"https://doi.org/10.1109/tevc.2024.3409431"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2024.3409431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3409431","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/A5054342606","display_name":"Bingdong Li","orcid":"https://orcid.org/0000-0002-1742-2766"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingdong Li","raw_affiliation_strings":["Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1742-2766","affiliations":[{"raw_affiliation_string":"Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001434913","display_name":"Yanting Yang","orcid":"https://orcid.org/0009-0005-1293-7014"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanting Yang","raw_affiliation_strings":["Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-1293-7014","affiliations":[{"raw_affiliation_string":"Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014106677","display_name":"Wenjing Hong","orcid":"https://orcid.org/0000-0001-9054-5714"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Hong","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9054-5714","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076720384","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0001-5333-6155"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["Department of Computer Science and Engineering, and the Department of Statistics and Data Science, Guangdong Provincial Key Laboratory of Braininspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","Department of Computer Science and Engineering, Guangdong Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5333-6155","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, and the Department of Statistics and Data Science, Guangdong Provincial Key Laboratory of Braininspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Guangdong Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050248676","display_name":"Aimin Zhou","orcid":"https://orcid.org/0000-0002-4768-5946"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Zhou","raw_affiliation_strings":["Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4768-5946","affiliations":[{"raw_affiliation_string":"Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, the Shanghai Institute of AI for Education, and the School of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Institute of AI for Education, the School of Computer Science and Technology, and the Shanghai Frontiers Science Center of Molecule Intelligent Syntheses, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3601,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93036426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"29","issue":"4","first_page":"1284","last_page":"1297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9059000015258789,"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/T10320","display_name":"Neural Networks and Applications","score":0.9059000015258789,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6079384684562683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660386681556702},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44472160935401917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3576856255531311},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3102484941482544}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6079384684562683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660386681556702},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44472160935401917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3576856255531311},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3102484941482544}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2024.3409431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2024.3409431","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1147017354","display_name":null,"funder_award_id":"62106098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4071115985","display_name":null,"funder_award_id":"62331014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7929321301","display_name":null,"funder_award_id":"62272210","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":57,"referenced_works":["https://openalex.org/W183625566","https://openalex.org/W224959492","https://openalex.org/W1514363319","https://openalex.org/W1525375343","https://openalex.org/W1558919105","https://openalex.org/W1846834309","https://openalex.org/W1973364865","https://openalex.org/W2000503034","https://openalex.org/W2003240077","https://openalex.org/W2008499862","https://openalex.org/W2011174137","https://openalex.org/W2022485595","https://openalex.org/W2023399262","https://openalex.org/W2038420231","https://openalex.org/W2040622444","https://openalex.org/W2085507535","https://openalex.org/W2105245738","https://openalex.org/W2108968575","https://openalex.org/W2111526171","https://openalex.org/W2111540240","https://openalex.org/W2112912151","https://openalex.org/W2126105956","https://openalex.org/W2128357515","https://openalex.org/W2132932473","https://openalex.org/W2134647431","https://openalex.org/W2138674039","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2312339748","https://openalex.org/W2546299924","https://openalex.org/W2605705966","https://openalex.org/W2618530766","https://openalex.org/W2785722638","https://openalex.org/W2785988364","https://openalex.org/W2905218622","https://openalex.org/W2954234207","https://openalex.org/W2963715041","https://openalex.org/W2967299510","https://openalex.org/W2998757713","https://openalex.org/W3035102141","https://openalex.org/W3120951225","https://openalex.org/W3133287152","https://openalex.org/W3134440233","https://openalex.org/W3154353929","https://openalex.org/W3179727947","https://openalex.org/W3193590754","https://openalex.org/W3201929238","https://openalex.org/W4210560736","https://openalex.org/W4213023965","https://openalex.org/W4226364607","https://openalex.org/W4235484205","https://openalex.org/W4285591354","https://openalex.org/W4298241951","https://openalex.org/W4324119262","https://openalex.org/W4375870051","https://openalex.org/W4377091737","https://openalex.org/W4389946367"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793"],"abstract_inverted_index":{"A":[0],"series":[1],"of":[2,31,116,210],"surrogate-assisted":[3,180],"evolutionary":[4,181],"algorithms":[5,206],"(SAEAs)":[6],"have":[7],"been":[8],"proposed":[9,172,212],"for":[10,133,161],"expensive":[11,23],"multi-objective":[12],"optimization":[13,77],"problems":[14,193],"(EMOPs),":[15],"building":[16],"cheap":[17],"surrogate":[18],"models":[19],"to":[20,42,54,74,111,125,149,167,196],"replace":[21],"the":[22,28,48,57,76,85,113,127,151,163,171,208,211],"real":[24,49],"function":[25,50],"evaluations.":[26],"However,":[27],"search":[29,58],"efficiency":[30],"these":[32],"SAEAs":[33],"is":[34,88,123,136,159,176],"not":[35],"yet":[36],"satisfactory.":[37],"More":[38],"efforts":[39],"are":[40,97],"needed":[41],"further":[43],"exploit":[44],"useful":[45],"information":[46],"from":[47],"evaluations":[51],"in":[52,109],"order":[53,110,166],"better":[55],"guide":[56],"process.":[59],"Facing":[60],"this":[61,63],"challenge,":[62],"paper":[64],"proposes":[65],"a":[66,91,119,155],"Hyperbolic":[67],"Neural":[68],"Network":[69],"(HNN)":[70],"based":[71,79],"preselection":[72,86,174],"operator":[73,175],"accelerate":[75],"process":[78],"on":[80,185],"limited":[81],"evaluated":[82],"solutions.":[83],"First,":[84],"task":[87],"modeled":[89],"as":[90],"multi-label":[92,128],"classification":[93,129],"problem":[94],"where":[95],"solutions":[96],"classified":[98],"into":[99,178],"different":[100],"layers":[101],"(ordinal":[102],"categories)":[103],"through":[104],"-relaxed":[105],"objective":[106],"aggregation.":[107],"Second,":[108],"resemble":[112,142],"hierarchical":[114,143],"structure":[115],"candidate":[117],"solutions,":[118],"hyperbolic":[120,138],"neural":[121],"network":[122],"applied":[124],"tackle":[126],"problem.":[130],"The":[131],"reason":[132],"using":[134],"HNN":[135],"that":[137],"spaces":[139],"more":[140],"closely":[141],"structures":[144],"than":[145],"Euclidean":[146],"spaces.":[147],"Moreover,":[148],"alleviate":[150],"data":[152,156],"deficiency":[153],"issue,":[154],"augmentation":[157],"strategy":[158],"employed":[160],"training":[162],"HNN.":[164],"In":[165],"evaluate":[168],"its":[169],"performance,":[170],"HNN-based":[173],"embedded":[177],"two":[179,186],"algorithms.":[182],"Experimental":[183],"results":[184],"benchmark":[187],"test":[188],"suites":[189],"and":[190,199],"three":[191],"real-world":[192],"with":[194],"up":[195],"11":[197],"objectives":[198],"150":[200],"decision":[201],"variables":[202],"involving":[203],"seven":[204],"state-of-the-art":[205],"demonstrate":[207],"effectiveness":[209],"method.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
