{"id":"https://openalex.org/W4388052820","doi":"https://doi.org/10.1109/tr.2023.3324701","title":"Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems","display_name":"Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems","publication_year":2023,"publication_date":"2023-10-31","ids":{"openalex":"https://openalex.org/W4388052820","doi":"https://doi.org/10.1109/tr.2023.3324701"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2023.3324701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3324701","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5039711566","display_name":"Yue Xu","orcid":"https://orcid.org/0000-0001-7577-1756"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Xu","raw_affiliation_strings":["College of Computer Science and Technology/College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology/College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088602677","display_name":"Dechang Pi","orcid":"https://orcid.org/0000-0002-6593-4563"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dechang Pi","raw_affiliation_strings":["College of Computer Science and Technology/College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology/College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040583251","display_name":"Shengxiang Yang","orcid":"https://orcid.org/0000-0001-7222-4917"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shengxiang Yang","raw_affiliation_strings":["School of Computer Science and Informatics, De Montfort University, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, De Montfort University, Leicester, U.K","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012431211","display_name":"Enrico Zio","orcid":"https://orcid.org/0000-0002-7108-637X"},"institutions":[{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I4403386560","display_name":"Centre de Recherche sur les Risques et les Crises","ror":"https://ror.org/05p7zpp88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4403386560","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I70768539","display_name":"\u00c9cole Nationale Sup\u00e9rieure des Mines de Paris","ror":"https://ror.org/04y8cs423","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Enrico Zio","raw_affiliation_strings":["Centre for Research on Risk and Crises, Ecole de Mines, ParisTech, PSL University, Paris, France","Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Centre for Research on Risk and Crises, Ecole de Mines, ParisTech, PSL University, Paris, France","institution_ids":["https://openalex.org/I70768539","https://openalex.org/I2746051580","https://openalex.org/I4403386560"]},{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039711566"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":1.4161,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79962907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"73","issue":"2","first_page":"1341","last_page":"1352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6581772565841675},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5675029158592224},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.539998471736908},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5154370069503784},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5004870891571045},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4562962055206299},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.44421839714050293},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3787018656730652},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3632691502571106},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3549919128417969},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18427947163581848},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1277662217617035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581772565841675},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5675029158592224},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.539998471736908},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5154370069503784},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5004870891571045},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4562962055206299},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.44421839714050293},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3787018656730652},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3632691502571106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3549919128417969},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18427947163581848},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1277662217617035},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tr.2023.3324701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3324701","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04409198v1","is_oa":false,"landing_page_url":"https://minesparis-psl.hal.science/hal-04409198","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Reliability, 2023, 72 (3), pp.1-12. ⟨10.1109/TR.2023.3324701⟩","raw_type":"Journal articles"},{"id":"pmh:oai:re.public.polimi.it:11311/1260249","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1260249","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G279450283","display_name":null,"funder_award_id":"2023ZB673","funder_id":"https://openalex.org/F4320335473","funder_display_name":"Postdoctoral Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G6483543451","display_name":null,"funder_award_id":"BK20230882","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335473","display_name":"Postdoctoral Science Foundation of Jiangsu Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W406473485","https://openalex.org/W591839974","https://openalex.org/W651391931","https://openalex.org/W1984915403","https://openalex.org/W2008595450","https://openalex.org/W2025604447","https://openalex.org/W2031301600","https://openalex.org/W2044369355","https://openalex.org/W2047104424","https://openalex.org/W2054147978","https://openalex.org/W2060250681","https://openalex.org/W2067640696","https://openalex.org/W2080683176","https://openalex.org/W2108653992","https://openalex.org/W2109076710","https://openalex.org/W2126463812","https://openalex.org/W2165698076","https://openalex.org/W2236466770","https://openalex.org/W2328128098","https://openalex.org/W2413527939","https://openalex.org/W2556682173","https://openalex.org/W2727592975","https://openalex.org/W2794482435","https://openalex.org/W2914170357","https://openalex.org/W2921687288","https://openalex.org/W2971455452","https://openalex.org/W2975677389","https://openalex.org/W2989489722","https://openalex.org/W3105045001","https://openalex.org/W3196004889","https://openalex.org/W3201163799","https://openalex.org/W3202748936","https://openalex.org/W3212563411","https://openalex.org/W3214953119","https://openalex.org/W4200420783","https://openalex.org/W4206289801","https://openalex.org/W4207031900","https://openalex.org/W4236258233","https://openalex.org/W6689879349"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W1660242800","https://openalex.org/W2077211377","https://openalex.org/W1006270037","https://openalex.org/W3152686072","https://openalex.org/W4282827391","https://openalex.org/W3129238073","https://openalex.org/W2056274461","https://openalex.org/W162527578","https://openalex.org/W2532234348"],"abstract_inverted_index":{"This":[0],"article":[1,67,118],"focuses":[2],"on":[3,22,151],"multitask":[4,23,114],"selective":[5],"maintenance":[6,20,51,57],"(SM)":[7],"for":[8],"multistate":[9],"complex":[10],"systems,":[11],"with":[12,125,165,181],"the":[13,96,102,108,113,141,152,162,174,177,182],"goal":[14],"of":[15,18,36,86,90,176],"selecting":[16],"subsets":[17],"feasible":[19],"actions":[21],"systems":[24],"simultaneously":[25],"due":[26],"to":[27,111,139,167],"limited":[28],"resources.":[29],"For":[30],"each":[31],"task,":[32],"system":[33],"characteristic":[34,52],"comprises":[35],"various":[37],"configurations,":[38],"such":[39,88],"as":[40],"series,":[41],"parallel,":[42],"bridge,":[43],"and":[44,48,59,79,146,169],"complex,":[45],"Weibull":[46],"distribution,":[47],"multiple":[49],"states;":[50],"includes":[53],"perfect":[54],"maintenance,":[55],"imperfect":[56],"(IM),":[58],"minimal":[60],"repair.":[61],"Considering":[62],"these":[63],"realistic":[64],"issues,":[65],"this":[66,117],"introduces":[68],"a":[69,120,133,156],"reliability":[70,97],"evaluation":[71],"approach,":[72],"including":[73],"Markov":[74],"chain,":[75],"universal":[76],"generating":[77],"function,":[78],"IM":[80],"age":[81],"reduction":[82],"model.":[83],"The":[84],"challenge":[85],"solving":[87],"kind":[89],"problems":[91],"lies":[92],"not":[93],"only":[94],"in":[95,101],"estimation,":[98],"but":[99],"also":[100],"solution":[103],"method.":[104],"Since":[105],"it":[106],"is":[107],"first":[109],"time":[110],"solve":[112],"SM":[115],"problem,":[116],"tailors":[119],"novel":[121],"multifactorial":[122],"evolutionary":[123],"algorithm,":[124,132],"an":[126],"improved":[127],"associate":[128],"mating.":[129],"In":[130],"our":[131],"similarity-based":[134],"task":[135,158],"selection":[136],"mechanism":[137,160],"tries":[138],"determine":[140],"intensity":[142],"between":[143,154],"intertask":[144,147],"self-evolution":[145],"knowledge":[148],"transfer,":[149],"based":[150],"relatedness":[153],"tasks;":[155],"feedback-based":[157],"transfer":[159,163],"adjusts":[161],"intensity,":[164],"regard":[166],"convergence":[168],"diversity.":[170],"Numerical":[171],"experiments":[172],"verify":[173],"effectiveness":[175],"proposed":[178],"method":[179],"compared":[180],"original":[183],"one.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}