{"id":"https://openalex.org/W2885896330","doi":"https://doi.org/10.3233/jifs-18169","title":"A novel method for optimal test sequencing under unreliable test based on Markov Decision Process","display_name":"A novel method for optimal test sequencing under unreliable test based on Markov Decision Process","publication_year":2018,"publication_date":"2018-08-10","ids":{"openalex":"https://openalex.org/W2885896330","doi":"https://doi.org/10.3233/jifs-18169","mag":"2885896330"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-18169","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18169","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5101555145","display_name":"Yajun Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yajun Liang","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103181786","display_name":"Mingqing Xiao","orcid":"https://orcid.org/0000-0001-6037-3763"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqing Xiao","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002989252","display_name":"Xilang Tang","orcid":"https://orcid.org/0000-0003-2279-5994"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xilang Tang","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101012621","display_name":"Yawei Ge","orcid":"https://orcid.org/0009-0004-7167-2223"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawei Ge","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005333910","display_name":"Xiaofei Wang","orcid":"https://orcid.org/0000-0002-8482-6138"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Wang","raw_affiliation_strings":["Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","Aeronautics Engineering College, Air Force Engineering University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Aeronautics Engineering College, Air Force Engineering University, Xi'an, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101555145"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":null,"apc_paid":null,"fwci":0.5518,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66997126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"35","issue":"3","first_page":"3605","last_page":"3613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13293","display_name":"Engineering and Test Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.996999979019165,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7453891038894653},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6591493487358093},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.520871639251709},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.479554146528244},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4262691140174866},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3471734821796417},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.336331307888031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3231973648071289},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15197744965553284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14962199330329895},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0547066330909729},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.04077669978141785}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453891038894653},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6591493487358093},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.520871639251709},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.479554146528244},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4262691140174866},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3471734821796417},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.336331307888031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3231973648071289},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15197744965553284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14962199330329895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0547066330909729},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.04077669978141785},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-18169","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18169","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W127484494","https://openalex.org/W597440417","https://openalex.org/W2022561873","https://openalex.org/W2036717747","https://openalex.org/W2047961819","https://openalex.org/W2056327212","https://openalex.org/W2077963383","https://openalex.org/W2093951012","https://openalex.org/W2100817253","https://openalex.org/W2114355770","https://openalex.org/W2121456358","https://openalex.org/W2122291906","https://openalex.org/W2129314741","https://openalex.org/W2147663987","https://openalex.org/W2148879089","https://openalex.org/W2159399500","https://openalex.org/W2210621097","https://openalex.org/W2357323738","https://openalex.org/W2370672899","https://openalex.org/W2374810304","https://openalex.org/W2437221139","https://openalex.org/W2515410123","https://openalex.org/W2542972361","https://openalex.org/W2557199340","https://openalex.org/W2588651934","https://openalex.org/W2757146311","https://openalex.org/W2761360259"],"related_works":["https://openalex.org/W2117282672","https://openalex.org/W2026691440","https://openalex.org/W2104198943","https://openalex.org/W2029936267","https://openalex.org/W1539694279","https://openalex.org/W2985981384","https://openalex.org/W2113324011","https://openalex.org/W2016503522","https://openalex.org/W2068961128","https://openalex.org/W2112543260"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,37,105],"novel":[4],"method":[5],"for":[6],"optimal":[7],"solution":[8,122],"in":[9,25,88,109,116],"long-run":[10],"is":[11,32,49,71,107],"proposed":[12,121,141],"to":[13,59,73,91],"solve":[14],"the":[15,44,47,61,65,68,75,101,114,120,124,130,135,140],"test":[16,70,89],"sequencing":[17],"problem":[18],"under":[19],"unreliable":[20],"tests":[21,48],"that":[22],"exist":[23],"widely":[24],"real":[26],"applications.":[27],"The":[28,80],"fault":[29,78],"diagnosis":[30,94],"process":[31],"presented":[33],"and":[34,54,82,123,132,137],"reformulated":[35],"as":[36,111,113],"typical":[38],"Markov":[39],"Decision":[40],"Process":[41],"model,":[42],"with":[43,95],"uncertainty":[45],"of":[46,64,77,104,126,139],"descripted":[50],"by":[51],"false":[52],"alarm":[53],"detection":[55],"probabilities":[56,63],"which":[57],"are":[58,85],"be":[60],"transition":[62],"model.":[66],"Moreover,":[67],"repeated":[69],"adopted":[72],"improve":[74],"reliability":[76],"diagnosis.":[79],"cost":[81],"information":[83],"gain":[84],"both":[86],"considered":[87],"chosen":[90],"achieve":[92],"fast":[93],"minimum":[96],"cost.":[97],"An":[98],"application":[99],"on":[100],"launcher":[102],"device":[103],"missile":[106],"studied":[108],"detail,":[110],"well":[112],"comparisons":[115],"diagnostic":[117],"performance":[118],"among":[119],"ones":[125],"traditional":[127],"methods.":[128],"Both":[129],"simulation":[131],"results":[133],"illustrate":[134],"validity":[136],"feasibility":[138],"method.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}