{"id":"https://openalex.org/W2036442044","doi":"https://doi.org/10.1007/s00366-010-0192-8","title":"Data driven surrogate-based optimization in the problem solving environment WBCSim","display_name":"Data driven surrogate-based optimization in the problem solving environment WBCSim","publication_year":2010,"publication_date":"2010-07-13","ids":{"openalex":"https://openalex.org/W2036442044","doi":"https://doi.org/10.1007/s00366-010-0192-8","mag":"2036442044"},"language":"en","primary_location":{"id":"doi:10.1007/s00366-010-0192-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-010-0192-8","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","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/A5015592722","display_name":"Shubhangi Deshpande","orcid":"https://orcid.org/0000-0001-8668-5992"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Deshpande","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068161656","display_name":"Layne T. Watson","orcid":"https://orcid.org/0000-0003-2009-107X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"L. T. Watson","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","Department of Mathematics, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA and Virginia Polytechnic Institute and State University, Department of Mathemat ...#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Department of Mathematics, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA and Virginia Polytechnic Institute and State University, Department of Mathemat ...#TAB#","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010138509","display_name":"Shu Jiang","orcid":"https://orcid.org/0000-0002-6519-3494"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Shu","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027979471","display_name":"Frederick A. Kamke","orcid":"https://orcid.org/0000-0003-4389-3980"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. A. Kamke","raw_affiliation_strings":["Department of Wood Science and Engineering, Oregon State University, Corvallis, OR, 97331, USA","Oregon State University, Department of Wood Science and Engineering, 97331, Corvallis, OR, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Wood Science and Engineering, Oregon State University, Corvallis, OR, 97331, USA","institution_ids":["https://openalex.org/I131249849"]},{"raw_affiliation_string":"Oregon State University, Department of Wood Science and Engineering, 97331, Corvallis, OR, USA#TAB#","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035052603","display_name":"Naren Ramakrishnan","orcid":"https://orcid.org/0000-0002-1821-9743"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Ramakrishnan","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0106, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Department of Computer Science, 24061-0106, Blacksburg, VA, USA#TAB#","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015592722"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.3444,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61913465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"27","issue":"3","first_page":"211","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":0.9997000098228455,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/latin-hypercube-sampling","display_name":"Latin hypercube sampling","score":0.8608983159065247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7242646813392639},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.635821521282196},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.574802041053772},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5609071254730225},{"id":"https://openalex.org/keywords/multidisciplinary-design-optimization","display_name":"Multidisciplinary design optimization","score":0.5143107175827026},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5003821849822998},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49910807609558105},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"Adaptive sampling","score":0.4448601007461548},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.42176833748817444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40911221504211426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32622721791267395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17719629406929016},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.16465595364570618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14355722069740295},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.11875185370445251}],"concepts":[{"id":"https://openalex.org/C20820323","wikidata":"https://www.wikidata.org/wiki/Q6496514","display_name":"Latin hypercube sampling","level":3,"score":0.8608983159065247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7242646813392639},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.635821521282196},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.574802041053772},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5609071254730225},{"id":"https://openalex.org/C28442783","wikidata":"https://www.wikidata.org/wiki/Q3354474","display_name":"Multidisciplinary design optimization","level":3,"score":0.5143107175827026},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5003821849822998},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49910807609558105},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.4448601007461548},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.42176833748817444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40911221504211426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32622721791267395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17719629406929016},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.16465595364570618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14355722069740295},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.11875185370445251},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00366-010-0192-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-010-0192-8","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W619370028","https://openalex.org/W1204486329","https://openalex.org/W1545091652","https://openalex.org/W1664565359","https://openalex.org/W1783836155","https://openalex.org/W1972780763","https://openalex.org/W1973944878","https://openalex.org/W1990636449","https://openalex.org/W1996483549","https://openalex.org/W1999699497","https://openalex.org/W2015149223","https://openalex.org/W2018611897","https://openalex.org/W2030793742","https://openalex.org/W2037861009","https://openalex.org/W2044771513","https://openalex.org/W2045643092","https://openalex.org/W2049249850","https://openalex.org/W2060244736","https://openalex.org/W2072628380","https://openalex.org/W2075921260","https://openalex.org/W2078035581","https://openalex.org/W2086283822","https://openalex.org/W2086590865","https://openalex.org/W2096160662","https://openalex.org/W2102824839","https://openalex.org/W2103621581","https://openalex.org/W2105562868","https://openalex.org/W2108782267","https://openalex.org/W2112627380","https://openalex.org/W2113643187","https://openalex.org/W2117822125","https://openalex.org/W2119725528","https://openalex.org/W2121938758","https://openalex.org/W2136609093","https://openalex.org/W2149523659","https://openalex.org/W2154558237","https://openalex.org/W2162442054","https://openalex.org/W2298662839","https://openalex.org/W2468576813","https://openalex.org/W2495390420","https://openalex.org/W3010782316","https://openalex.org/W3179844864","https://openalex.org/W3211758160","https://openalex.org/W4214873562","https://openalex.org/W4249963123"],"related_works":["https://openalex.org/W2800575077","https://openalex.org/W3194493627","https://openalex.org/W2202349485","https://openalex.org/W1974440607","https://openalex.org/W2997701117","https://openalex.org/W2118297503","https://openalex.org/W3199951477","https://openalex.org/W2081083659","https://openalex.org/W1990724965","https://openalex.org/W3042131354"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
