{"id":"https://openalex.org/W3148012527","doi":"https://doi.org/10.1109/wsc.2011.6148101","title":"Combining strong and screening designs for large-scale simulation optimization","display_name":"Combining strong and screening designs for large-scale simulation optimization","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W3148012527","doi":"https://doi.org/10.1109/wsc.2011.6148101","mag":"3148012527"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2011.6148101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2011.6148101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5028910589","display_name":"Kuo-Hao Chang","orcid":"https://orcid.org/0000-0002-3828-960X"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kuo-Hao Chang","raw_affiliation_strings":["National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007647433","display_name":"Mingkai Li","orcid":"https://orcid.org/0000-0002-6996-8269"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Kai Li","raw_affiliation_strings":["National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008921942","display_name":"Hong Wan","orcid":"https://orcid.org/0000-0002-1119-2955"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Wan","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028910589"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48675719,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"57","issue":null,"first_page":"4122","last_page":"4133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9995999932289124,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9995999932289124,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.8689333200454712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7479407787322998},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7169989347457886},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7100059986114502},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6174581050872803},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.598199188709259},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5175951719284058},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47688916325569153},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4273073375225067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2883344292640686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2417716383934021},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14292791485786438},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09597542881965637}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.8689333200454712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7479407787322998},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7169989347457886},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7100059986114502},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6174581050872803},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.598199188709259},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5175951719284058},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47688916325569153},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4273073375225067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2883344292640686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2417716383934021},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14292791485786438},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09597542881965637},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2011.6148101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2011.6148101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.416.5678","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.416.5678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc11papers/367.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309036","display_name":"Purdue University","ror":"https://ror.org/02dqehb95"},{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320323092","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W107615655","https://openalex.org/W147998453","https://openalex.org/W203276351","https://openalex.org/W1499021337","https://openalex.org/W1964725368","https://openalex.org/W1965625290","https://openalex.org/W1994616650","https://openalex.org/W2052603576","https://openalex.org/W2056603712","https://openalex.org/W2100118188","https://openalex.org/W2108823021","https://openalex.org/W2122203560","https://openalex.org/W2122362394","https://openalex.org/W2134277116","https://openalex.org/W2142438814","https://openalex.org/W2621378850","https://openalex.org/W2940616667","https://openalex.org/W4235163601","https://openalex.org/W4240618971","https://openalex.org/W4247165901","https://openalex.org/W4251692722"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W2201908702","https://openalex.org/W4381094582","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1977906818","https://openalex.org/W1522139108","https://openalex.org/W2353528968","https://openalex.org/W17155033"],"abstract_inverted_index":{"Simulation":[0],"optimization":[1,31],"has":[2,78],"received":[3],"a":[4,35,46],"great":[5,95],"deal":[6,98],"of":[7,85,108,121,126,130],"attention":[8],"over":[9],"the":[10,27,40,51,60,75,83,94,105,131],"decades,":[11],"which":[12],"probably":[13],"can":[14],"be":[15],"attributed":[16],"to":[17,67,97,116],"its":[18],"generality":[19],"and":[20,62,74,89,110],"solvability":[21],"in":[22,59],"many":[23],"practical":[24],"problems.":[25,101],"On":[26],"other":[28],"hand,":[29],"simulation":[30],"is":[32,45,134,139],"well-recognized":[33],"as":[34,65],"difficult":[36],"problem,":[37],"especially":[38],"when":[39],"problem":[41],"dimensionality":[42],"grows.":[43],"STRONG":[44,93,109],"newly-developed":[47],"method":[48],"built":[49],"upon":[50],"traditional":[52,68],"response":[53],"surface":[54],"methodology.":[55],"Its":[56],"advantages":[57],"lie":[58],"automation":[61],"provable":[63],"convergence,":[64],"opposed":[66],"RSM":[69],"that":[70,119],"requires":[71],"human":[72],"involvements":[73],"final":[76],"solution":[77],"no":[79],"quality":[80],"guarantee.":[81],"Moreover,":[82],"use":[84],"efficient":[86,113],"experimental":[87],"design":[88,115],"regression":[90],"analysis":[91],"grants":[92],"potential":[96],"with":[99],"large-scale":[100],"This":[102],"paper":[103],"exploits":[104],"basic":[106],"structure":[107],"integrates":[111],"an":[112],"screening":[114],"handle":[117],"problems":[118],"are":[120],"realistic":[122],"scale,":[123],"i.e.,":[124],"hundreds":[125],"factors.":[127],"The":[128,136],"convergence":[129],"new":[132],"algorithm":[133],"proved.":[135],"computational":[137],"advantage":[138],"shown":[140],"by":[141],"numerical":[142],"evaluations.":[143]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}