{"id":"https://openalex.org/W1502028437","doi":"https://doi.org/10.1109/cdc.2005.1583272","title":"Global Optimization for Integrated Design and Control of Computationally Expensive Process Models","display_name":"Global Optimization for Integrated Design and Control of Computationally Expensive Process Models","publication_year":2006,"publication_date":"2006-10-04","ids":{"openalex":"https://openalex.org/W1502028437","doi":"https://doi.org/10.1109/cdc.2005.1583272","mag":"1502028437"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2005.1583272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2005.1583272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th IEEE Conference on Decision and Control","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digital.csic.es/bitstream/10261/27028/1/getPDF.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019217140","display_name":"Jos\u00e9 A. Egea","orcid":"https://orcid.org/0000-0002-7821-1604"},"institutions":[{"id":"https://openalex.org/I4210101760","display_name":"Instituto de Investigaci\u00f3ns Mari\u00f1as","ror":"https://ror.org/01603fg59","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210101760"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.A. Egea","raw_affiliation_strings":["Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","Process Engineering Group, Instituto de Investigaciones Marinas-CSIC, C/Eduardo Cabello, 6-36208 Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","institution_ids":["https://openalex.org/I4210101760"]},{"raw_affiliation_string":"Process Engineering Group, Instituto de Investigaciones Marinas-CSIC, C/Eduardo Cabello, 6-36208 Vigo, Spain","institution_ids":["https://openalex.org/I4210101760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085068211","display_name":"D. de Vries","orcid":"https://orcid.org/0000-0003-2920-5926"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"D. Vries","raw_affiliation_strings":["Systems and Control Group, Wageningen University, Wageningen, Netherlands","Systems and Control Group, Wageningen University, P.O. box 17, 6700 AA, Wageningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems and Control Group, Wageningen University, Wageningen, Netherlands","institution_ids":["https://openalex.org/I913481162"]},{"raw_affiliation_string":"Systems and Control Group, Wageningen University, P.O. box 17, 6700 AA, Wageningen, The Netherlands","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030090184","display_name":"Antonio A. Alonso","orcid":"https://orcid.org/0000-0001-8203-1799"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210101760","display_name":"Instituto de Investigaci\u00f3ns Mari\u00f1as","ror":"https://ror.org/01603fg59","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210101760"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A.A. Alonso","raw_affiliation_strings":["Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","Process Engineering Group, IIM\u2010CSIC, Eduardo Cabello 6, 36208 Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","institution_ids":["https://openalex.org/I4210101760"]},{"raw_affiliation_string":"Process Engineering Group, IIM\u2010CSIC, Eduardo Cabello 6, 36208 Vigo, Spain","institution_ids":["https://openalex.org/I134820265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090264675","display_name":"Julio R. Banga","orcid":"https://orcid.org/0000-0002-4245-0320"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210101760","display_name":"Instituto de Investigaci\u00f3ns Mari\u00f1as","ror":"https://ror.org/01603fg59","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210101760"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.R. Banga","raw_affiliation_strings":["Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","Process Engineering Group, IIM\u2010CSIC, Eduardo Cabello 6, 36208 Vigo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Process Engineering Group, Instituto de Investigaciones Marinas (CSIC), Vigo, Spain","institution_ids":["https://openalex.org/I4210101760"]},{"raw_affiliation_string":"Process Engineering Group, IIM\u2010CSIC, Eduardo Cabello 6, 36208 Vigo, Spain","institution_ids":["https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9112,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77467757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"323","issue":null,"first_page":"6899","last_page":"6904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/benchmark","display_name":"Benchmark (surveying)","score":0.785903811454773},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7073211669921875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6921392679214478},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.5555270910263062},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.538180947303772},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5331335067749023},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4956167936325073},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.47922736406326294},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4534880518913269},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.4507444500923157},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.3522399067878723},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1598110795021057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1342352330684662}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.785903811454773},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7073211669921875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921392679214478},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.5555270910263062},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.538180947303772},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5331335067749023},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4956167936325073},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.47922736406326294},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4534880518913269},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.4507444500923157},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3522399067878723},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1598110795021057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1342352330684662},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cdc.2005.1583272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2005.1583272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 44th IEEE Conference on Decision and Control","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.csic.es:10261/27028","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/27028","pdf_url":"https://digital.csic.es/bitstream/10261/27028/1/getPDF.pdf","source":{"id":"https://openalex.org/S4306401639","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Art\u00edculo"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.909.8694","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.909.8694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://digital.csic.es/bitstream/10261/27028/1/getPDF.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:digital.csic.es:10261/27028","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/27028","pdf_url":"https://digital.csic.es/bitstream/10261/27028/1/getPDF.pdf","source":{"id":"https://openalex.org/S4306401639","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Art\u00edculo"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1502028437.pdf","grobid_xml":"https://content.openalex.org/works/W1502028437.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1496248324","https://openalex.org/W1496663967","https://openalex.org/W1540276704","https://openalex.org/W1595159159","https://openalex.org/W1614787700","https://openalex.org/W1855906483","https://openalex.org/W1969631053","https://openalex.org/W1982995245","https://openalex.org/W2010101713","https://openalex.org/W2024396292","https://openalex.org/W2083843630","https://openalex.org/W2088602344","https://openalex.org/W2151238122","https://openalex.org/W2159298755","https://openalex.org/W2751548232","https://openalex.org/W6636563789","https://openalex.org/W6639150632"],"related_works":["https://openalex.org/W2080044387","https://openalex.org/W4387842090","https://openalex.org/W2787183806","https://openalex.org/W2771306739","https://openalex.org/W2338031201","https://openalex.org/W2241209627","https://openalex.org/W2024964462","https://openalex.org/W2786385181","https://openalex.org/W1988696933","https://openalex.org/W1991968328"],"abstract_inverted_index":{"The":[0],"problem":[1,23,103,138],"of":[2,8,30,71,101,123,149],"integrated":[3],"design":[4],"and":[5,36,96,114,142],"control":[6],"optimization":[7,50,66,86,130,137],"process":[9],"plants":[10],"is":[11,32,117,139],"discussed":[12],"in":[13,75,161],"this":[14],"paper.":[15],"We":[16],"consider":[17,84],"it":[18],"as":[19],"a":[20],"nonlinear":[21],"programming":[22],"subject":[24],"to":[25,42,54,92,119,154,183],"differential-algebraic":[26],"constraints.":[27],"This":[28],"class":[29],"problems":[31],"frequently":[33],"(i)":[34],"non-convex":[35],"(ii)":[37],"\"costly\"":[38],"(i.e.":[39],"computationally":[40],"expensive":[41],"evaluate).":[43],"Thus,":[44],"on":[45,60],"the":[46,56,61,72,102,121,134,150,155,162,178,184],"one":[47,82],"hand,":[48,63],"local":[49],"techniques":[51],"usually":[52],"fail":[53],"locate":[55],"global":[57,65,85],"solution":[58],"and,":[59],"second":[62],"most":[64],"methods":[67,87,170],"require":[68,98],"many":[69],"simulations":[70],"model,":[73],"resulting":[74],"unaffordable":[76],"computation":[77,94,174],"times.":[78],"As":[79],"an":[80,147],"alternative,":[81],"may":[83,171],"which":[88,97],"employ":[89],"surrogate-based":[90,169],"approaches":[91],"reduce":[93,173],"times,":[95],"no":[99],"knowledge":[100],"structure.":[104],"A":[105],"challenging":[106],"Wastewater":[107],"Treatment":[108],"Plant":[109],"benchmark":[110,136],"model":[111],"(see":[112],"[1]":[113],"references":[115],"therein)":[116],"used":[118],"evaluate":[120],"performance":[122,152],"these":[124,165],"techniques.":[125],"Numerical":[126],"experiments":[127],"with":[128],"different":[129],"solvers":[131],"indicate":[132],"that":[133,143,168],"proposed":[135],"indeed":[140,172],"non-convex,":[141],"we":[144],"can":[145],"achieve":[146],"improvement":[148],"controller":[151,158],"compared":[153],"best":[156,185],"tuned":[157],"settings":[159],"available":[160],"literature.":[163],"Moreover,":[164],"results":[166],"show":[167],"times":[175],"while,":[176],"at":[177],"same":[179],"time":[180],"ensuring":[181],"convergence":[182],"known":[186],"solutions.":[187]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}