{"id":"https://openalex.org/W4388287989","doi":"https://doi.org/10.1080/10618600.2023.2277878","title":"Metaheuristic Solutions to Order-of-Addition Design Problems","display_name":"Metaheuristic Solutions to Order-of-Addition Design Problems","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388287989","doi":"https://doi.org/10.1080/10618600.2023.2277878"},"language":"en","primary_location":{"id":"doi:10.1080/10618600.2023.2277878","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10618600.2023.2277878","pdf_url":null,"source":{"id":"https://openalex.org/S76159266","display_name":"Journal of Computational and Graphical Statistics","issn_l":"1061-8600","issn":["1061-8600","1537-2715"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational and Graphical Statistics","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/A5091076774","display_name":"Zack Stokes","orcid":"https://orcid.org/0000-0001-8081-3041"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zack Stokes","raw_affiliation_strings":["Department of Statistics and Data Science, University of California, Los Angeles, CA"],"raw_orcid":"https://orcid.org/0000-0001-8081-3041","affiliations":[{"raw_affiliation_string":"Department of Statistics and Data Science, University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050143476","display_name":"Weng Kee Wong","orcid":"https://orcid.org/0000-0001-5568-3054"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weng Kee Wong","raw_affiliation_strings":["Department of Biostatistics, University of California, Los Angeles, CA"],"raw_orcid":"https://orcid.org/0000-0001-5568-3054","affiliations":[{"raw_affiliation_string":"Department of Biostatistics, University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088673556","display_name":"Hongquan Xu","orcid":"https://orcid.org/0000-0002-3502-0664"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongquan Xu","raw_affiliation_strings":["Department of Statistics and Data Science, University of California, Los Angeles, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Data Science, University of California, Los Angeles, CA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050143476"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":1.9523,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86472782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"33","issue":"3","first_page":"1006","last_page":"1016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9969000220298767,"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/T10700","display_name":"Metal Forming Simulation Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9955000281333923,"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/metaheuristic","display_name":"Metaheuristic","score":0.6340415477752686},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.5442855358123779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5316931009292603},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45669111609458923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4172824025154114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2973601818084717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25643429160118103},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.15955650806427002},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11251607537269592}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6340415477752686},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.5442855358123779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5316931009292603},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45669111609458923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4172824025154114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2973601818084717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25643429160118103},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15955650806427002},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11251607537269592},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10618600.2023.2277878","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10618600.2023.2277878","pdf_url":null,"source":{"id":"https://openalex.org/S76159266","display_name":"Journal of Computational and Graphical Statistics","issn_l":"1061-8600","issn":["1061-8600","1537-2715"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational and Graphical Statistics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311039","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/00kab6t91"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1504391786","https://openalex.org/W1595159159","https://openalex.org/W1723772693","https://openalex.org/W1794914953","https://openalex.org/W1879678483","https://openalex.org/W1973584191","https://openalex.org/W1994445384","https://openalex.org/W2003657827","https://openalex.org/W2004617458","https://openalex.org/W2012186479","https://openalex.org/W2039274163","https://openalex.org/W2045326311","https://openalex.org/W2046133320","https://openalex.org/W2053934160","https://openalex.org/W2056145269","https://openalex.org/W2059594564","https://openalex.org/W2127130980","https://openalex.org/W2152195021","https://openalex.org/W2547850314","https://openalex.org/W2587757466","https://openalex.org/W2594425114","https://openalex.org/W2753512919","https://openalex.org/W2767581383","https://openalex.org/W2808203674","https://openalex.org/W2889975513","https://openalex.org/W2902140711","https://openalex.org/W2908329040","https://openalex.org/W2935735052","https://openalex.org/W2963539941","https://openalex.org/W3005143689","https://openalex.org/W3006508563","https://openalex.org/W3025983135","https://openalex.org/W3026047310","https://openalex.org/W3037713724","https://openalex.org/W3072435246","https://openalex.org/W3176551543","https://openalex.org/W3183334333","https://openalex.org/W4200361663","https://openalex.org/W4213019638","https://openalex.org/W4213283575","https://openalex.org/W4235606958","https://openalex.org/W4249753629","https://openalex.org/W4251464645","https://openalex.org/W4254201200","https://openalex.org/W4300980911","https://openalex.org/W4309001279"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2080167534","https://openalex.org/W3146440365","https://openalex.org/W2011315860","https://openalex.org/W2140792736","https://openalex.org/W2280241695","https://openalex.org/W2130588191","https://openalex.org/W4239214709","https://openalex.org/W86865726","https://openalex.org/W3095745430"],"abstract_inverted_index":{"There":[0],"is":[1,59],"increasing":[2],"recognition":[3],"that":[4,161,175],"the":[5,18,28,34,42,47,64,139,147],"order":[6,35,43],"of":[7,9,36,44,46,63,67,116,141,150],"administration":[8,45],"drugs":[10],"in":[11,56,123,195],"drug":[12],"combination":[13],"studies":[14],"can":[15],"markedly":[16],"affect":[17],"outcome.":[19],"Similarly,":[20],"manufactured":[21],"products":[22],"are":[23,51,73,85,198],"often":[24],"sequentially":[25],"produced":[26],"and":[27,49,77,102,128,143,154,177],"final":[29],"quality":[30],"frequently":[31],"depends":[32],"on":[33],"assembly.":[37],"Order-of-addition":[38],"designs":[39,112,132],"account":[40],"for":[41,109,113],"components,":[48],"they":[50],"quite":[52,60],"prevalent,":[53],"yet":[54],"research":[55],"this":[57,90,196],"area":[58],"limited.":[61],"Because":[62],"large":[65],"dimension":[66],"such":[68],"optimization":[69],"problems,":[70],"analytical":[71],"approaches":[72,84],"invariably":[74],"very":[75],"limited":[76],"apply":[78],"to":[79,107,145,165,191],"simple":[80],"setups":[81],"only.":[82],"Numerical":[83],"also":[86],"seriously":[87],"underdeveloped.":[88],"To":[89],"end,":[91],"we":[92,173],"employ":[93],"two":[94,114,148],"exemplary":[95],"nature-inspired":[96],"metaheuristic":[97],"algorithms,":[98],"Differential":[99],"Evolution":[100],"(DE)":[101],"Particle":[103],"Swarm":[104],"Optimization":[105],"(PSO),":[106],"search":[108],"efficient":[110],"order-of-addition":[111,151],"classes":[115,149],"important":[117],"inferential":[118],"problems:":[119],"(a)":[120],"estimating":[121],"parameters":[122],"an":[124],"imprecisely":[125],"specified":[126],"model,":[127],"(b)":[129],"constructing":[130],"space-filling":[131],"without":[133],"specifying":[134],"a":[135,184],"model.":[136],"We":[137],"evaluate":[138],"capability":[140],"DE":[142,176],"PSO":[144,178],"solve":[146],"design":[152],"problems":[153],"compare":[155],"their":[156],"performance":[157],"with":[158],"other":[159],"algorithms":[160,182],"have":[162],"been":[163],"used":[164],"tackle":[166],"somewhat":[167],"similar":[168],"problems.":[169],"Using":[170],"different":[171],"criteria,":[172],"demonstrate":[174],"clearly":[179],"outperform":[180],"current":[181],"by":[183],"wide":[185],"margin.":[186],"Supplementary":[187],"materials":[188],"containing":[189],"codes":[190],"generate":[192],"all":[193],"results":[194],"article":[197],"available":[199],"online.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
