{"id":"https://openalex.org/W2038161655","doi":"https://doi.org/10.1109/cies.2014.7011825","title":"Fuzzy local linear approximation-based sequential design","display_name":"Fuzzy local linear approximation-based sequential design","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2038161655","doi":"https://doi.org/10.1109/cies.2014.7011825","mag":"2038161655"},"language":"en","primary_location":{"id":"doi:10.1109/cies.2014.7011825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cies.2014.7011825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES)","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/A5023540077","display_name":"Joachim van der Herten","orcid":"https://orcid.org/0000-0001-7116-7850"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Joachim van der Herten","raw_affiliation_strings":["Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I39327780"]},{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068831492","display_name":"Dirk Deschrijver","orcid":"https://orcid.org/0000-0001-6600-1792"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dirk Deschrijver","raw_affiliation_strings":["Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I39327780"]},{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081846222","display_name":"Tom Dhaene","orcid":"https://orcid.org/0000-0003-2899-4636"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tom Dhaene","raw_affiliation_strings":["Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN), Ghent University - iMinds Gaston Crommenlaan, Gent, Belgium","institution_ids":["https://openalex.org/I32597200","https://openalex.org/I39327780"]},{"raw_affiliation_string":"Internet Based Communication Networks and Services (IBCN) Ghent University - iMinds, Gaston Crommenlaan 8 (Bus 201), B-9050 Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"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":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983000159263611,"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":0.9923999905586243,"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/computer-science","display_name":"Computer science","score":0.6670295000076294},{"id":"https://openalex.org/keywords/voronoi-diagram","display_name":"Voronoi diagram","score":0.6575357913970947},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6096768975257874},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5613343119621277},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5298770666122437},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5190989971160889},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5026354789733887},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4125377833843231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30175232887268066},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2499784529209137},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08524882793426514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670295000076294},{"id":"https://openalex.org/C24881265","wikidata":"https://www.wikidata.org/wiki/Q757267","display_name":"Voronoi diagram","level":2,"score":0.6575357913970947},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6096768975257874},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5613343119621277},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5298770666122437},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5190989971160889},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5026354789733887},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4125377833843231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30175232887268066},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2499784529209137},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08524882793426514},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cies.2014.7011825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cies.2014.7011825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1496317909","https://openalex.org/W1531010729","https://openalex.org/W1582102430","https://openalex.org/W1961116670","https://openalex.org/W1963397235","https://openalex.org/W1969821095","https://openalex.org/W1992176519","https://openalex.org/W2036032477","https://openalex.org/W2060335779","https://openalex.org/W2070745108","https://openalex.org/W2092984401","https://openalex.org/W2102837853","https://openalex.org/W2106944478","https://openalex.org/W2113741278","https://openalex.org/W2134544005","https://openalex.org/W2155482699","https://openalex.org/W2156129822","https://openalex.org/W2158237256","https://openalex.org/W2163026365","https://openalex.org/W2164283881","https://openalex.org/W3004784263","https://openalex.org/W4240719249","https://openalex.org/W4242814720","https://openalex.org/W4249749961","https://openalex.org/W4301501800","https://openalex.org/W6676169587"],"related_works":["https://openalex.org/W3020555194","https://openalex.org/W2793256277","https://openalex.org/W2348235448","https://openalex.org/W4360958759","https://openalex.org/W2116218375","https://openalex.org/W2389906634","https://openalex.org/W288156810","https://openalex.org/W176898926","https://openalex.org/W1562406979","https://openalex.org/W2962797788"],"abstract_inverted_index":{"When":[0],"approximating":[1],"complex":[2],"high-fidelity":[3],"black":[4],"box":[5],"simulators":[6,67],"with":[7],"surrogate":[8],"models,":[9],"the":[10,22,36,79,90],"experimental":[11,100],"design":[12,27],"is":[13,82,93],"often":[14],"created":[15],"sequentially.":[16],"LOLA-Voronoi,":[17],"a":[18,57,73,94],"powerful":[19],"state":[20],"of":[21,102],"art":[23],"method":[24,92],"for":[25,78],"sequential":[26],"combines":[28],"an":[29],"Exploitation":[30],"and":[31,34,97],"Exploration":[32],"algorithm":[33,48,81],"adapts":[35],"sampling":[37],"distribution":[38],"to":[39,51],"provide":[40],"extra":[41],"samples":[42],"in":[43,62,99],"non-linear":[44],"regions.":[45],"The":[46],"LOLA":[47,80],"estimates":[49],"gradients":[50],"identify":[52],"interesting":[53],"regions,":[54],"but":[55],"has":[56],"bad":[58],"complexity":[59],"which":[60],"results":[61,98],"long":[63],"computation":[64],"time":[65],"when":[66],"are":[68],"high-dimensional.":[69],"In":[70],"this":[71],"paper,":[72],"new":[74,91],"gradient":[75],"estimation":[76],"approach":[77],"proposed":[83],"based":[84],"on":[85],"Fuzzy":[86],"Logic.":[87],"Experiments":[88],"show":[89],"lot":[95],"faster":[96],"designs":[101],"comparable":[103],"quality.":[104]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}