{"id":"https://openalex.org/W4281817140","doi":"https://doi.org/10.1080/00207543.2022.2079014","title":"Robust multi-response surface optimisation based on Bayesian quantile model","display_name":"Robust multi-response surface optimisation based on Bayesian quantile model","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4281817140","doi":"https://doi.org/10.1080/00207543.2022.2079014"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2022.2079014","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2079014","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5102601420","display_name":"Shijuan Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Shijuan Yang","raw_affiliation_strings":["Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","Department of Mechanical and Manufacturing Engineering, University of Calgary, N.W. Calgary, Canada","Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Mechanical and Manufacturing Engineering, University of Calgary, N.W. Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024599096","display_name":"Jianjun Wang","orcid":"https://orcid.org/0000-0003-0323-0365"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianjun Wang","raw_affiliation_strings":["Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046256143","display_name":"Yiliu Tu","orcid":"https://orcid.org/0000-0002-3414-4147"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiliu Tu","raw_affiliation_strings":["Department of Mechanical and Manufacturing Engineering, University of Calgary, N.W. Calgary, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Manufacturing Engineering, University of Calgary, N.W. Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025196713","display_name":"Yunxia Han","orcid":"https://orcid.org/0000-0002-4643-9655"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxia Han","raw_affiliation_strings":["Business School, Yangzhou University, Yangzhou, People\u2019s Republic of China","Business School, Yangzhou University, Yangzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Business School, Yangzhou University, Yangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]},{"raw_affiliation_string":"Business School, Yangzhou University, Yangzhou, People's Republic of China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089114900","display_name":"Xiaolei Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Ren","raw_affiliation_strings":["Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011511496","display_name":"Chunfeng Ding","orcid":"https://orcid.org/0000-0002-9261-5461"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunfeng Ding","raw_affiliation_strings":["Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100726397","display_name":"Xiaoying Chen","orcid":"https://orcid.org/0000-0003-3628-604X"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Chen","raw_affiliation_strings":["Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Management Science and Engineering, Nanjing University of Science and Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024599096"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":2.2045,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88196099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"61","issue":"10","first_page":"3260","last_page":"3278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/outlier","display_name":"Outlier","score":0.7164656519889832},{"id":"https://openalex.org/keywords/quantile-regression","display_name":"Quantile regression","score":0.5804242491722107},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.5773422718048096},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5279523134231567},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5236034989356995},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.49224844574928284},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4481380581855774},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.42567330598831177},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.4217320680618286},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3791085481643677},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32628655433654785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3223445415496826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3157089948654175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29816341400146484},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2435375452041626}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7164656519889832},{"id":"https://openalex.org/C63817138","wikidata":"https://www.wikidata.org/wiki/Q3455889","display_name":"Quantile regression","level":2,"score":0.5804242491722107},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.5773422718048096},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5279523134231567},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5236034989356995},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.49224844574928284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4481380581855774},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.42567330598831177},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.4217320680618286},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3791085481643677},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32628655433654785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3223445415496826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3157089948654175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29816341400146484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2435375452041626}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2022.2079014","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2079014","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:61:y:2023:i:10:p:3260-3278","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2022.2079014","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4300000071525574,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G2623638921","display_name":null,"funder_award_id":"RGPIN-2018-03862","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G4488733733","display_name":null,"funder_award_id":"71771121,71931006,72171118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5788639596","display_name":null,"funder_award_id":"202006840131","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1902241019","https://openalex.org/W1968098666","https://openalex.org/W1979646690","https://openalex.org/W1997592019","https://openalex.org/W1998200917","https://openalex.org/W2015631410","https://openalex.org/W2015771546","https://openalex.org/W2016162807","https://openalex.org/W2020023242","https://openalex.org/W2048923202","https://openalex.org/W2075209577","https://openalex.org/W2101657530","https://openalex.org/W2124934380","https://openalex.org/W2135046866","https://openalex.org/W2135642348","https://openalex.org/W2147646644","https://openalex.org/W2181152777","https://openalex.org/W2282976653","https://openalex.org/W2286901286","https://openalex.org/W2315344928","https://openalex.org/W2424150693","https://openalex.org/W2473526392","https://openalex.org/W2514112036","https://openalex.org/W2541638007","https://openalex.org/W2564701426","https://openalex.org/W2587419646","https://openalex.org/W2741577714","https://openalex.org/W2802469782","https://openalex.org/W2810507576","https://openalex.org/W2896398456","https://openalex.org/W2900289679","https://openalex.org/W2910303715","https://openalex.org/W2911554965","https://openalex.org/W2914979722","https://openalex.org/W3007396126","https://openalex.org/W3030291636","https://openalex.org/W3036769924","https://openalex.org/W3080928348","https://openalex.org/W3111969789","https://openalex.org/W3164551159","https://openalex.org/W3170518057","https://openalex.org/W3176632751","https://openalex.org/W3199693382","https://openalex.org/W4247690662","https://openalex.org/W4250332012","https://openalex.org/W4289107152"],"related_works":["https://openalex.org/W4206511378","https://openalex.org/W4206618949","https://openalex.org/W2526321210","https://openalex.org/W3205863630","https://openalex.org/W4318833145","https://openalex.org/W2364275385","https://openalex.org/W4388704167","https://openalex.org/W2007977664","https://openalex.org/W4376874882","https://openalex.org/W2224749288"],"abstract_inverted_index":{"In":[0],"robust":[1,35,50],"parameter":[2,5],"design,":[3],"model":[4,79,93],"uncertainty":[6],"and":[7,39,70,95,125,143],"quality":[8],"of":[9,16,26,78,114,141],"experimental":[10],"data":[11],"often":[12],"affect":[13,23],"the":[14,24,27,58,67,82,92,96,109,115,134,139],"establishment":[15],"response":[17],"surface":[18,37],"models,":[19],"which":[20,47],"in":[21],"turn":[22],"acquisition":[25],"optimal":[28,110],"operating":[29],"conditions.":[30],"This":[31],"paper":[32],"proposes":[33],"a":[34,49,126],"multi-response":[36],"modelling":[38],"optimisation":[40,105,148],"method":[41,117,136],"based":[42],"on":[43],"Bayesian":[44,68],"quantile":[45,64],"regression,":[46],"is":[48,88,101,118],"regression":[51,65],"technique":[52],"insensitive":[53],"to":[54,56,74,90,107],"outliers,":[55,142],"address":[57],"above":[59],"problems.":[60],"We":[61],"first":[62],"incorporate":[63],"into":[66],"framework":[69],"use":[71],"Bayes's":[72],"theorem":[73],"obtain":[75,108,145],"posterior":[76],"inference":[77],"parameters.":[80],"Then,":[81],"Monte":[83],"Carlo-based":[84],"expectation":[85],"maximisation":[86],"algorithm":[87],"used":[89],"estimate":[91],"parameters,":[94],"entropy-based":[97],"overall":[98],"desirability":[99],"function":[100],"taken":[102],"as":[103],"an":[104,121],"objective":[106],"settings.":[111],"The":[112],"effectiveness":[113],"proposed":[116,135],"demonstrated":[119],"by":[120],"additive":[122],"manufacturing":[123],"process":[124],"simulation":[127],"study.":[128],"Compared":[129],"with":[130],"other":[131],"existing":[132],"methods,":[133],"can":[137],"resist":[138],"disturbance":[140],"thus":[144],"more":[146],"accurate":[147],"results.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}