{"id":"https://openalex.org/W4248762835","doi":"https://doi.org/10.1109/wsc.2018.8632546","title":"GRADIENT BASED CRITERIA FOR SEQUENTIAL DESIGN","display_name":"GRADIENT BASED CRITERIA FOR SEQUENTIAL DESIGN","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W4248762835","doi":"https://doi.org/10.1109/wsc.2018.8632546"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2018.8632546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632546","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028368376","display_name":"Collin Erickson","orcid":"https://orcid.org/0000-0002-9884-3078"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Collin B. Erickson","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069187445","display_name":"Bruce E. Ankenman","orcid":"https://orcid.org/0000-0001-5805-7868"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce E. Ankenman","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086680431","display_name":"Matthew Plumlee","orcid":"https://orcid.org/0000-0002-9348-3288"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Plumlee","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101457486","display_name":"Susan M. Sanchez","orcid":"https://orcid.org/0000-0002-1976-3409"},"institutions":[{"id":"https://openalex.org/I35364215","display_name":"Naval Postgraduate School","ror":"https://ror.org/033yfkj90","country_code":"US","type":"education","lineage":["https://openalex.org/I1330347796","https://openalex.org/I3130687028","https://openalex.org/I35364215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan M. Sanchez","raw_affiliation_strings":["Naval Postgraduate School, Monterey, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naval Postgraduate School, Monterey, CA, USA","institution_ids":["https://openalex.org/I35364215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9962999820709229,"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":0.9962999820709229,"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":0.9836999773979187,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9632999897003174,"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/computer-science","display_name":"Computer science","score":0.7293025255203247},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.7009881734848022},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6576554775238037},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.5778215527534485},{"id":"https://openalex.org/keywords/computer-experiment","display_name":"Computer experiment","score":0.47276145219802856},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4432083070278168},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.43867504596710205},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3758554756641388},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3650978207588196},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3235107660293579},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13878768682479858},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10784462094306946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293025255203247},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.7009881734848022},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6576554775238037},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.5778215527534485},{"id":"https://openalex.org/C87466663","wikidata":"https://www.wikidata.org/wiki/Q5157537","display_name":"Computer experiment","level":2,"score":0.47276145219802856},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4432083070278168},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.43867504596710205},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3758554756641388},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3650978207588196},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3235107660293579},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13878768682479858},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10784462094306946},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2018.8632546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632546","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2220523545","https://openalex.org/W3124322887","https://openalex.org/W3163208719","https://openalex.org/W2128609443","https://openalex.org/W4213471163","https://openalex.org/W4309538704","https://openalex.org/W4213403185","https://openalex.org/W2001923475","https://openalex.org/W2952921936","https://openalex.org/W2081709852"],"abstract_inverted_index":{"Computer":[0],"simulation":[1,68],"experiments":[2,12],"are":[3],"commonly":[4],"used":[5],"as":[6,51,106],"an":[7,62,86],"inexpensive":[8],"alternative":[9],"to":[10,13,31,41],"real-world":[11,24],"form":[14],"a":[15,27,67,80],"metamodel":[16],"that":[17,64,70],"approximates":[18],"the":[19,23,33,47,53,76,89,94],"input-output":[20],"relationship":[21],"of":[22,46,75,88,99],"experiment.":[25],"While":[26],"user":[28],"may":[29,38],"want":[30,40],"understand":[32],"entire":[34,90],"response":[35,77],"surface,":[36],"they":[37],"also":[39,84],"focus":[42],"on":[43,72],"interesting":[44],"regions":[45],"design":[48],"space,":[49],"such":[50,105],"where":[52,96],"gradient":[54,82],"is":[55],"large.":[56],"In":[57],"this":[58],"paper":[59],"we":[60],"present":[61],"algorithm":[63],"adaptively":[65],"runs":[66],"experiment":[69],"focuses":[71],"finding":[73],"areas":[74],"surface":[78],"with":[79,107],"large":[81],"while":[83],"gathering":[85],"understanding":[87],"surface.":[91],"We":[92],"consider":[93],"scenario":[95],"small":[97],"batches":[98],"points":[100],"can":[101],"be":[102],"run":[103],"simultaneously,":[104],"multi-core":[108],"processors.":[109]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
