{"id":"https://openalex.org/W4311626309","doi":"https://doi.org/10.1007/s40747-022-00929-w","title":"Surrogate-assisted evolutionary neural architecture search with network embedding","display_name":"Surrogate-assisted evolutionary neural architecture search with network embedding","publication_year":2022,"publication_date":"2022-12-05","ids":{"openalex":"https://openalex.org/W4311626309","doi":"https://doi.org/10.1007/s40747-022-00929-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-022-00929-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00929-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00929-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00929-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108122473","display_name":"Liang Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Fan","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi\u2019an, 710071, Shaanxi, China","School of Artificial Intelligence, Xidian University, Xi'an, 710071, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi\u2019an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi'an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091324372","display_name":"Handing Wang","orcid":"https://orcid.org/0000-0002-4805-3780"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Handing Wang","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi\u2019an, 710071, Shaanxi, China","School of Artificial Intelligence, Xidian University, Xi'an, 710071, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi\u2019an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi'an, 710071, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108122473"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":3.3307,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93200389,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"9","issue":"3","first_page":"3313","last_page":"3331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9991999864578247,"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":0.9912999868392944,"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/embedding","display_name":"Embedding","score":0.676902174949646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663296103477478},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6331690549850464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5931384563446045},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5798988342285156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5437101721763611},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4944183826446533},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4812312126159668},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4524787664413452},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.44238948822021484},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.42260098457336426},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4203070402145386}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.676902174949646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663296103477478},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6331690549850464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5931384563446045},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5798988342285156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5437101721763611},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4944183826446533},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4812312126159668},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4524787664413452},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44238948822021484},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.42260098457336426},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4203070402145386},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-022-00929-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00929-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00929-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0de83d1b893d463ab9e00ef6fec208f7","is_oa":true,"landing_page_url":"https://doaj.org/article/0de83d1b893d463ab9e00ef6fec208f7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 3, Pp 3313-3331 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-022-00929-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00929-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00929-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5380021153","display_name":null,"funder_award_id":"61976165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311626309.pdf","grobid_xml":"https://content.openalex.org/works/W4311626309.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1985514943","https://openalex.org/W2012365787","https://openalex.org/W2118051273","https://openalex.org/W2126105956","https://openalex.org/W2143331230","https://openalex.org/W2194775991","https://openalex.org/W2606006859","https://openalex.org/W2612872092","https://openalex.org/W2679717297","https://openalex.org/W2800879376","https://openalex.org/W2888790369","https://openalex.org/W2891186800","https://openalex.org/W2925665976","https://openalex.org/W2947137917","https://openalex.org/W2953308748","https://openalex.org/W2953604046","https://openalex.org/W2954826798","https://openalex.org/W2963821229","https://openalex.org/W2963918968","https://openalex.org/W2963946985","https://openalex.org/W2964081807","https://openalex.org/W2964148549","https://openalex.org/W2965658867","https://openalex.org/W2967733054","https://openalex.org/W2970792251","https://openalex.org/W2984950434","https://openalex.org/W3001340915","https://openalex.org/W3094801149","https://openalex.org/W3096533519","https://openalex.org/W3107599876","https://openalex.org/W3109552991","https://openalex.org/W3120059473","https://openalex.org/W3144247401","https://openalex.org/W3153328918","https://openalex.org/W3167725443","https://openalex.org/W3174412130","https://openalex.org/W3175478554","https://openalex.org/W3183420147","https://openalex.org/W3196840905","https://openalex.org/W3207902587","https://openalex.org/W4206943636","https://openalex.org/W4220803909","https://openalex.org/W4255158661","https://openalex.org/W6600669965","https://openalex.org/W6600751047","https://openalex.org/W6600778605","https://openalex.org/W6603514168","https://openalex.org/W6603713569","https://openalex.org/W6630126088","https://openalex.org/W6633728996"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2621058457","https://openalex.org/W2037549926","https://openalex.org/W2912622974","https://openalex.org/W2987087830","https://openalex.org/W2953306542","https://openalex.org/W4386421932","https://openalex.org/W4304185466","https://openalex.org/W4293363729","https://openalex.org/W2116464912"],"abstract_inverted_index":{"Abstract":[0],"To":[1,43],"accelerate":[2],"the":[3,18,26,45,86,95,101,123,134,160,185],"performance":[4,19],"estimation":[5],"in":[6,94,125,184],"neural":[7,21,67,178],"architecture":[8,68,84,179],"search,":[9],"recently":[10],"proposed":[11,142,172],"algorithms":[12],"adopt":[13],"surrogate":[14,40,48,104,161],"models":[15,49],"to":[16,34,78,119],"predict":[17],"of":[20,24,47,54,82,103,122,170],"architectures":[22,38,87],"instead":[23],"training":[25,55,102],"network":[27,64,157],"from":[28],"scratch.":[29],"However,":[30],"it":[31],"is":[32,76,117,141],"time-consuming":[33],"collect":[35],"sufficient":[36],"labeled":[37],"for":[39,66,132,143],"model":[41,139,162],"training.":[42],"enhance":[44],"capability":[46],"using":[50],"a":[51,59,108,114],"small":[52],"amount":[53],"data,":[56],"we":[57],"propose":[58],"surrogate-assisted":[60],"evolutionary":[61],"algorithm":[62,180],"with":[63,88],"embedding":[65,96,158],"search":[69,153],"(SAENAS-NE).":[70],"Here,":[71],"an":[72,129],"unsupervised":[73],"learning":[74],"method":[75,173],"used":[77],"generate":[79],"meaningful":[80],"representation":[81],"each":[83,126],"and":[85,128,138,151],"more":[89],"similar":[90],"structures":[91],"are":[92],"closer":[93],"space,":[97],"which":[98],"considerably":[99],"benefits":[100],"models.":[105],"In":[106],"addition,":[107],"new":[109],"environmental":[110],"selection":[111],"based":[112],"on":[113,147],"reference":[115],"population":[116,124],"designed":[118],"keep":[120],"diversity":[121],"generation":[127],"infill":[130],"criterion":[131],"handling":[133],"trade-off":[135],"between":[136],"convergence":[137],"uncertainty":[140],"re-evaluation.":[144],"Experimental":[145],"results":[146],"three":[148],"different":[149],"NASBench":[150],"DARTS":[152],"space":[154],"illustrate":[155],"that":[156],"makes":[159],"achieve":[163],"comparable":[164],"or":[165],"superior":[166],"performance.":[167],"The":[168],"superiority":[169],"our":[171],"SAENAS-NE":[174],"over":[175],"other":[176],"state-of-the-art":[177],"has":[181],"been":[182],"verified":[183],"experiments.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}