{"id":"https://openalex.org/W7159722571","doi":"https://doi.org/10.1109/tsmc.2026.3688256","title":"Efficient State Transition Algorithm With Guaranteed Optimality","display_name":"Efficient State Transition Algorithm With Guaranteed Optimality","publication_year":2026,"publication_date":"2026-05-05","ids":{"openalex":"https://openalex.org/W7159722571","doi":"https://doi.org/10.1109/tsmc.2026.3688256"},"language":null,"primary_location":{"id":"doi:10.1109/tsmc.2026.3688256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2026.3688256","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2504.14211","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134992503","display_name":"Xiaojun Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Zhou","raw_affiliation_strings":["Central South University"],"raw_orcid":"https://orcid.org/0000-0002-6367-696X","affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134961881","display_name":"Chunhua Yang (346871)","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhua Yang","raw_affiliation_strings":["Central South University"],"raw_orcid":"https://orcid.org/0000-0002-3770-9887","affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134960612","display_name":"Weihua Gui","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Gui","raw_affiliation_strings":["Central South University"],"raw_orcid":"https://orcid.org/0000-0003-0312-436X","affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134940141","display_name":"Tingwen Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingwen Huang","raw_affiliation_strings":["Central South University"],"raw_orcid":"https://orcid.org/0000-0001-9610-846X","affiliations":[{"raw_affiliation_string":"Central South University","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41453793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"8","first_page":"4786","last_page":"4798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.5115000009536743,"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":0.5115000009536743,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.04639999940991402,"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":0.044199999421834946,"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/key","display_name":"Key (lock)","score":0.6399000287055969},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5758000016212463},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.513700008392334},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.39329999685287476},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.36160001158714294},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.34360000491142273},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3395000100135803}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6399000287055969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184999942779541},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5758000016212463},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5601000189781189},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5170999765396118},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.513700008392334},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.39329999685287476},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3370000123977661},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.33230000734329224},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.3255000114440918},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C2986581786","wikidata":"https://www.wikidata.org/wiki/Q377672","display_name":"Transition time","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C3018263672","wikidata":"https://www.wikidata.org/wiki/Q1296251","display_name":"Efficient algorithm","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513999938964844}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmc.2026.3688256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2026.3688256","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2504.14211","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2504.14211","pdf_url":"https://arxiv.org/pdf/2504.14211","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2504.14211","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2504.14211","pdf_url":"https://arxiv.org/pdf/2504.14211","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8455910298","display_name":null,"funder_award_id":"62573430","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/W7159722571.pdf","grobid_xml":"https://content.openalex.org/works/W7159722571.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,135,148],"state":[1],"transition":[2],"algorithm":[3,120],"(STA),":[4],"as":[5],"an":[6,62],"intelligent":[7],"optimization":[8,24],"method":[9],"grounded":[10],"in":[11,21,35,132],"constructivist":[12],"learning,":[13],"has":[14],"been":[15],"demonstrated":[16],"to":[17,48,87,106,116,127],"be":[18,156],"highly":[19],"effective":[20],"solving":[22],"complex":[23],"problems.":[25],"However,":[26],"the":[27,36,50,119,123,128,140,145],"standard":[28],"STA":[29,64],"suffers":[30],"from":[31],"slow":[32],"convergence,":[33],"particularly":[34],"later":[37],"stages":[38],"when":[39],"dealing":[40],"with":[41,65],"flat":[42],"landscapes.":[43],"Additionally,":[44],"users":[45],"are":[46,85,104],"required":[47],"set":[49,91],"maximum":[51],"number":[52],"of":[53,92,144],"iterations":[54],"based":[55],"on":[56],"intuition.":[57],"To":[58],"address":[59],"these":[60],"issues,":[61],"enhanced":[63],"guaranteed":[66],"optimality":[67],"is":[68,114],"introduced.":[69],"This":[70],"improvement":[71],"involves":[72],"three":[73],"key":[74],"components.":[75],"First,":[76],"novel":[77],"translation":[78],"transformations":[79],"(TTs),":[80],"inspired":[81],"by":[82,95],"predictive":[83],"modeling,":[84],"developed":[86],"generate":[88],"a":[89,110],"broader":[90],"candidate":[93],"solutions":[94],"leveraging":[96],"historical":[97],"data.":[98],"Second,":[99],"adaptive":[100],"parameter":[101],"control":[102],"strategies":[103],"incorporated":[105],"accelerate":[107],"convergence.":[108],"Finally,":[109],"dedicated":[111],"termination":[112],"condition":[113,131],"designed":[115],"ensure":[117],"that":[118],"converges":[121],"at":[122],"optimal":[124],"solution,":[125],"analogous":[126],"zero":[129],"gradient":[130],"mathematical":[133],"programming.":[134],"comprehensive":[136],"experimental":[137],"results":[138],"validate":[139],"effectiveness":[141],"and":[142,153],"superiority":[143],"proposed":[146],"method.":[147],"source":[149],"codes":[150],"for":[151],"ESTA":[152],"EXSTA":[154],"will":[155],"publicly":[157],"available":[158],"athttps://github.com/tiezhongyu2005/ESTA":[159]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2026-05-02T00:00:00"}