{"id":"https://openalex.org/W2736176467","doi":"https://doi.org/10.1145/3067695.3082536","title":"Enabling high-dimensional surrogate-assisted optimization by using sliding windows","display_name":"Enabling high-dimensional surrogate-assisted optimization by using sliding windows","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2736176467","doi":"https://doi.org/10.1145/3067695.3082536","mag":"2736176467"},"language":"en","primary_location":{"id":"doi:10.1145/3067695.3082536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082536","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5036623404","display_name":"Bernhard Werth","orcid":"https://orcid.org/0000-0002-7830-3138"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Werth","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Hagenberg, Austria and Johannes Kepler University, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Hagenberg, Austria and Johannes Kepler University, Linz, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019027996","display_name":"Erik Pitzer","orcid":"https://orcid.org/0000-0002-3056-7716"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Erik Pitzer","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210136249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013367027","display_name":"Michael Affenzeller","orcid":"https://orcid.org/0000-0001-5692-5940"},"institutions":[{"id":"https://openalex.org/I4210136249","display_name":"University of Applied Sciences Upper Austria","ror":"https://ror.org/03jqp6d56","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210136249"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Affenzeller","raw_affiliation_strings":["University of Applied Sciences Upper Austria, Hagenberg, Austria and Johannes Kepler University, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Upper Austria, Hagenberg, Austria and Johannes Kepler University, Linz, Austria","institution_ids":["https://openalex.org/I4210136249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136249"],"apc_list":null,"apc_paid":null,"fwci":0.532,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.56425703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1630","last_page":"1637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6759732961654663},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5427941679954529},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.537663996219635},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5027015209197998},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.5004723072052002},{"id":"https://openalex.org/keywords/high-dimensional","display_name":"High dimensional","score":0.4917204678058624},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45803144574165344},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.45249882340431213},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45030415058135986},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.44913896918296814},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44049394130706787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2446933388710022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22659891843795776},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.19308316707611084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18513408303260803}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6759732961654663},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5427941679954529},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.537663996219635},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5027015209197998},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5004723072052002},{"id":"https://openalex.org/C3019722297","wikidata":"https://www.wikidata.org/wiki/Q4440864","display_name":"High dimensional","level":2,"score":0.4917204678058624},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45803144574165344},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.45249882340431213},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45030415058135986},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.44913896918296814},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44049394130706787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2446933388710022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22659891843795776},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.19308316707611084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18513408303260803},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3067695.3082536","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082536","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W61667912","https://openalex.org/W81240551","https://openalex.org/W120185646","https://openalex.org/W225855053","https://openalex.org/W1502922572","https://openalex.org/W1510052597","https://openalex.org/W1529571708","https://openalex.org/W1558835275","https://openalex.org/W1564629471","https://openalex.org/W1574719414","https://openalex.org/W1576660662","https://openalex.org/W1796921492","https://openalex.org/W1963542227","https://openalex.org/W1981452954","https://openalex.org/W1995861141","https://openalex.org/W1997869834","https://openalex.org/W2010796941","https://openalex.org/W2012451526","https://openalex.org/W2029157991","https://openalex.org/W2030006024","https://openalex.org/W2030028087","https://openalex.org/W2044771513","https://openalex.org/W2048711666","https://openalex.org/W2070356494","https://openalex.org/W2088337922","https://openalex.org/W2092211810","https://openalex.org/W2093229042","https://openalex.org/W2095420020","https://openalex.org/W2100211715","https://openalex.org/W2101677491","https://openalex.org/W2112904992","https://openalex.org/W2113442785","https://openalex.org/W2127242229","https://openalex.org/W2134895534","https://openalex.org/W2138002307","https://openalex.org/W2141867233","https://openalex.org/W2144293671","https://openalex.org/W2170191895","https://openalex.org/W2890351024","https://openalex.org/W2911740249","https://openalex.org/W3121478259"],"related_works":["https://openalex.org/W2353818951","https://openalex.org/W1605879311","https://openalex.org/W2621058457","https://openalex.org/W2611980620","https://openalex.org/W2385763735","https://openalex.org/W2912622974","https://openalex.org/W2987087830","https://openalex.org/W4293363729","https://openalex.org/W2338031201","https://openalex.org/W2022485595"],"abstract_inverted_index":{"A":[0,83],"major":[1],"drawback":[2],"of":[3,26,36,44,86],"surrogate-assisted":[4],"evolutionary":[5,100],"algorithms":[6],"is":[7,40,90,96],"their":[8],"limited":[9],"ability":[10],"to":[11,29,79],"perform":[12],"in":[13,74],"high-dimensional":[14,30,81],"scenarios.":[15],"This":[16],"paper":[17],"describes":[18],"a":[19,62,75],"possible":[20],"meta-algorithm":[21,95],"scheme":[22],"for":[23,42],"the":[24,37,48,80,93],"application":[25],"surrogate":[27],"models":[28],"optimization":[31],"problems.":[32],"The":[33],"main":[34],"assumption":[35],"proposed":[38,94],"method":[39],"that":[41],"some":[43],"these":[45,56],"expensive":[46],"problems":[47],"nonlinear":[49],"interactions":[50,57],"between":[51],"variables":[52],"are":[53],"sparse.":[54],"If":[55],"can":[58,66],"be":[59,67],"represented":[60],"as":[61],"band":[63],"matrix,":[64],"they":[65],"exploited":[68],"by":[69],"applying":[70],"low-dimensional":[71],"heuristic":[72],"solvers":[73],"sliding":[76],"window":[77],"fashion":[78],"problem.":[82],"special":[84],"type":[85],"composite":[87],"test":[88],"function":[89],"presented":[91],"and":[92],"compared":[97],"against":[98],"standard":[99],"algorithms.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}