{"id":"https://openalex.org/W2729909848","doi":"https://doi.org/10.1109/cec.2017.7969486","title":"Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system","display_name":"Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2729909848","doi":"https://doi.org/10.1109/cec.2017.7969486","mag":"2729909848"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2017.7969486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.fi/URN:NBN:fi:jyu-201707243355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057408251","display_name":"Tinkle Chugh","orcid":"https://orcid.org/0000-0001-5123-8148"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tinkle Chugh","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075390340","display_name":"Karthik Sindhya","orcid":"https://orcid.org/0000-0002-2347-6402"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Karthik Sindhya","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020945863","display_name":"Kaisa Miettinen","orcid":"https://orcid.org/0000-0003-1013-4689"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaisa Miettinen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032314861","display_name":"Yaochu Jin","orcid":"https://orcid.org/0000-0003-1100-0631"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Yaochu Jin","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046040499","display_name":"Tom\u00e1\u0161 Kr\u00e1tk\u00fd","orcid":"https://orcid.org/0000-0003-1514-4202"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomas Kratky","raw_affiliation_strings":["Centre of Hydraulic Research, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Hydraulic Research, Czech Republic","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044474001","display_name":"Pekka Makkonen","orcid":"https://orcid.org/0000-0002-0137-646X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pekka Makkonen","raw_affiliation_strings":["Valtra Inc., Suolahti, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valtra Inc., Suolahti, Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8017,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.94468705,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1541","last_page":"1548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9822999835014343,"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":0.9660999774932861,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.630188524723053},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.5959018468856812},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5934852361679077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579486608505249},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5290797352790833},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.5153743624687195},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.4933420717716217},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4508329927921295},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.42689570784568787},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4233125150203705},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.41574621200561523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27885937690734863},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.19525477290153503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1762647032737732},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.07316020131111145}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.630188524723053},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5959018468856812},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5934852361679077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579486608505249},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5290797352790833},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.5153743624687195},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.4933420717716217},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4508329927921295},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.42689570784568787},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4233125150203705},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.41574621200561523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27885937690734863},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.19525477290153503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1762647032737732},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.07316020131111145},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2017.7969486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:jyx.jyu.fi:123456789/55055","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-201707243355","pdf_url":"http://urn.fi/URN:NBN:fi:jyu-201707243355","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:jyx.jyu.fi:123456789/55055","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-201707243355","pdf_url":"http://urn.fi/URN:NBN:fi:jyu-201707243355","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2729909848.pdf","grobid_xml":"https://content.openalex.org/works/W2729909848.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1553573873","https://openalex.org/W1556866186","https://openalex.org/W2011174137","https://openalex.org/W2012451526","https://openalex.org/W2093229042","https://openalex.org/W2105245738","https://openalex.org/W2106334424","https://openalex.org/W2111526171","https://openalex.org/W2112912151","https://openalex.org/W2158782713","https://openalex.org/W2343601797","https://openalex.org/W2546299924","https://openalex.org/W2772079570","https://openalex.org/W2923747919","https://openalex.org/W4249517230"],"related_works":["https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W3103120015","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233","https://openalex.org/W2751605210","https://openalex.org/W2207859038","https://openalex.org/W1999480972","https://openalex.org/W2068949283"],"abstract_inverted_index":{"We":[0,48],"tackle":[1],"three":[2,43],"different":[3,16,83],"challenges":[4],"in":[5,66],"solving":[6],"a":[7,38,60,70,103],"real-world":[8],"industrial":[9],"problem:":[10],"formulating":[11],"the":[12,50,53,86,95,110,128,132,153],"optimization":[13],"problem,":[14],"connecting":[15],"simulation":[17],"tools":[18],"and":[19,40,55,141],"dealing":[20],"with":[21,59,139],"computationally":[22,44],"expensive":[23,45],"objective":[24,46,123],"functions.":[25,47],"The":[26,79,117],"problem":[27],"to":[28,127,151],"be":[29],"optimized":[30],"is":[31,77,148],"an":[32],"air":[33],"intake":[34],"ventilation":[35,87],"system":[36,54,88],"of":[37,42,52,81,85,97,131,137,155],"tractor":[39],"consists":[41],"describe":[49],"modeling":[51],"its":[56],"numerical":[57],"evaluation":[58],"commercial":[61],"software.":[62],"To":[63],"obtain":[64],"solutions":[65,99,138],"few":[67],"function":[68,124],"evaluations,":[69],"recently":[71],"proposed":[72],"surrogate-assisted":[73],"evolutionary":[74],"algorithm":[75],"K-RVEA":[76,140],"applied.":[78],"diameters":[80],"four":[82],"outlets":[84],"are":[89],"considered":[90],"as":[91],"decision":[92,104],"variables.":[93],"From":[94],"set":[96],"nondominated":[98],"generated":[100],"by":[101],"K-RVEA,":[102],"maker":[105],"having":[106],"substance":[107],"knowledge":[108],"selected":[109,119],"final":[111,118],"one":[112],"based":[113],"on":[114],"his":[115],"preferences.":[116],"solution":[120,130],"has":[121],"better":[122],"values":[125],"compared":[126],"baseline":[129],"initial":[133],"design.":[134],"A":[135],"comparison":[136],"RVEA":[142],"(which":[143],"does":[144],"not":[145],"use":[146],"surrogates)":[147],"also":[149],"performed":[150],"show":[152],"potential":[154],"using":[156],"surrogates.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}