{"id":"https://openalex.org/W7167342601","doi":"https://doi.org/10.1016/j.swevo.2026.102461","title":"Evolutionary auxiliary optimization for feature selection with multi-indicator task construction","display_name":"Evolutionary auxiliary optimization for feature selection with multi-indicator task construction","publication_year":2026,"publication_date":"2026-07-04","ids":{"openalex":"https://openalex.org/W7167342601","doi":"https://doi.org/10.1016/j.swevo.2026.102461"},"language":"en","primary_location":{"id":"doi:10.1016/j.swevo.2026.102461","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.swevo.2026.102461","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.swevo.2026.102461","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101519463","display_name":"Weizheng Zhang","orcid":"https://orcid.org/0000-0002-3915-8361"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weizheng Zhang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weizheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizheng Zhang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140056485","display_name":"Yiwei Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Zhao","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haotian Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Ning","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weiwei Zhang","orcid":"https://orcid.org/0000-0001-7836-8874"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiwei Zhang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0001-7836-8874","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weiwei Zhang","orcid":"https://orcid.org/0000-0001-7836-8874"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Zhang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":"https://orcid.org/0000-0001-7836-8874","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanting Li","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanting Li","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanpei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanpei Liu","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"last","author":{"id":null,"display_name":"Chuang Han","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Han","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University of Light Industry, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101519463"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":3580,"currency":"USD","value_usd":3580},"apc_paid":{"value":3580,"currency":"USD","value_usd":3580},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80644384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"107","issue":null,"first_page":"102461","last_page":"102461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.18000000715255737,"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":0.18000000715255737,"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/T10057","display_name":"Face and Expression Recognition","score":0.16249999403953552,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.1550000011920929,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6223999857902527},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5616000294685364},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5472999811172485},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49810001254081726},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.40290001034736633},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.337799996137619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8898000121116638},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6223999857902527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5942000150680542},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5616000294685364},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5472999811172485},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49810001254081726},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4043000042438507},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.40290001034736633},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.337799996137619},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.swevo.2026.102461","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.swevo.2026.102461","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.swevo.2026.102461","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.swevo.2026.102461","pdf_url":null,"source":{"id":"https://openalex.org/S2764346689","display_name":"Swarm and Evolutionary Computation","issn_l":"2210-6502","issn":["2210-6502","2210-6510"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Swarm and Evolutionary Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1500895378","https://openalex.org/W1963763787","https://openalex.org/W2036439084","https://openalex.org/W2413527939","https://openalex.org/W2890843359","https://openalex.org/W3045117717","https://openalex.org/W3117528838","https://openalex.org/W3183838547","https://openalex.org/W3186153394","https://openalex.org/W4223593229","https://openalex.org/W4226076932","https://openalex.org/W4308638426","https://openalex.org/W4323265954","https://openalex.org/W4323644264","https://openalex.org/W4383220521","https://openalex.org/W4387339586","https://openalex.org/W4388840636","https://openalex.org/W4389231539","https://openalex.org/W4389297197","https://openalex.org/W4390824079","https://openalex.org/W4390969301","https://openalex.org/W4391247782","https://openalex.org/W4391610187","https://openalex.org/W4391985146","https://openalex.org/W4392202892","https://openalex.org/W4392400794","https://openalex.org/W4392801674","https://openalex.org/W4393171145","https://openalex.org/W4394761959","https://openalex.org/W4399687353","https://openalex.org/W4400885219","https://openalex.org/W4403118219","https://openalex.org/W4404410741","https://openalex.org/W4407571206","https://openalex.org/W4410614142","https://openalex.org/W4410866789","https://openalex.org/W4412060262","https://openalex.org/W4412430517","https://openalex.org/W4412596661","https://openalex.org/W4414193843","https://openalex.org/W6921907506","https://openalex.org/W7123505202"],"related_works":[],"abstract_inverted_index":{"Evolutionary":[0],"auxiliary":[1,66],"optimization":[2,81,94,110],"(EAO)":[3],"methods":[4,62],"hold":[5],"significant":[6],"promise":[7],"for":[8,68],"practical":[9],"applications":[10],"in":[11,95],"high-dimensional":[12,126],"feature":[13,144],"selection.":[14],"However,":[15],"current":[16],"EAO":[17,46,134],"approaches":[18],"are":[19],"limited":[20],"by":[21],"rigid":[22],"task":[23,55],"generation":[24,56],"strategies":[25],"that":[26],"rely":[27],"on":[28,122],"single":[29],"filtering":[30,61],"methods,":[31],"which":[32,58],"can":[33],"restrict":[34],"performance":[35],"and":[36,72,106,117],"increase":[37],"computational":[38],"cost.":[39],"To":[40],"address":[41],"these":[42],"challenges,":[43],"a":[44,52,86,96,102,107],"novel":[45],"framework":[47],"is":[48,83],"developed.":[49],"It":[50,139],"employs":[51],"multi-indicator":[53],"integrated":[54,84],"strategy,":[57,111],"combines":[59],"multiple":[60],"to":[63,91],"construct":[64],"complementary":[65,74],"tasks":[67],"eliminating":[69],"irrelevant":[70],"features":[71],"incorporating":[73],"knowledge.":[75],"Additionally,":[76],"an":[77],"improved":[78],"particle":[79],"swarm":[80],"algorithm":[82],"with":[85],"dynamic":[87,103],"knowledge":[88],"transfer":[89,104],"mechanism":[90,100],"enhance":[92],"the":[93,129],"dual-task":[97],"scenario.":[98],"This":[99],"incorporates":[101],"factor":[105],"task-aware":[108],"gene":[109],"improving":[112],"both":[113],"information":[114],"exchange":[115],"efficiency":[116],"search":[118],"capabilities.":[119],"Empirical":[120],"studies":[121],"16":[123],"publicly":[124],"available":[125],"datasets":[127],"demonstrate":[128],"superiority":[130],"of":[131],"our":[132],"proposed":[133],"over":[135],"existing":[136],"state-of-the-art":[137],"methods.":[138],"not":[140],"only":[141],"produces":[142],"superior":[143],"subsets":[145],"but":[146],"also":[147],"significantly":[148],"reduces":[149],"runtime.":[150]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-07-05T00:00:00"}
