{"id":"https://openalex.org/W2886355379","doi":"https://doi.org/10.1109/smacd.2018.8434863","title":"Expected Improvement-Based Optimization Approach for the Optimal Sizing of a CMOS Operational Transconductance Amplifier","display_name":"Expected Improvement-Based Optimization Approach for the Optimal Sizing of a CMOS Operational Transconductance Amplifier","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2886355379","doi":"https://doi.org/10.1109/smacd.2018.8434863","mag":"2886355379"},"language":"en","primary_location":{"id":"doi:10.1109/smacd.2018.8434863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2018.8434863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","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/A5070003566","display_name":"Nawel Drira","orcid":null},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]},{"id":"https://openalex.org/I35845393","display_name":"University of Gafsa","ror":"https://ror.org/01kzjzn40","country_code":"TN","type":"education","lineage":["https://openalex.org/I35845393"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Nawel Drira","raw_affiliation_strings":["Univ. of Gab&#x00E8;s, Tunisia","Univ. of Paris-Est Cr\u00e9teil, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Gab&#x00E8;s, Tunisia","institution_ids":["https://openalex.org/I35845393"]},{"raw_affiliation_string":"Univ. of Paris-Est Cr\u00e9teil, France","institution_ids":["https://openalex.org/I197681013","https://openalex.org/I2800365227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071365914","display_name":"Mouna Kotti","orcid":"https://orcid.org/0000-0003-1279-4429"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mouna Kotti","raw_affiliation_strings":["Univ. of Sousse, Tunisia","Univ. of Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"Univ. of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085623061","display_name":"Mourad Fakhfakh","orcid":"https://orcid.org/0000-0003-2460-9462"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mourad Fakhfakh","raw_affiliation_strings":["Univ. of Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008986898","display_name":"Patrick Siarry","orcid":"https://orcid.org/0000-0002-5722-4115"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Siarry","raw_affiliation_strings":["Univ. of Paris-Est Cr&#x00E9;teil, France","Univ. of Paris-Est Cr\u00e9teil, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Paris-Est Cr&#x00E9;teil, France","institution_ids":["https://openalex.org/I2800365227"]},{"raw_affiliation_string":"Univ. of Paris-Est Cr\u00e9teil, France","institution_ids":["https://openalex.org/I197681013","https://openalex.org/I2800365227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063933849","display_name":"Esteban Tlelo\u2010Cuautle","orcid":"https://orcid.org/0000-0001-7187-4686"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Esteban Tlelo-Cuautle","raw_affiliation_strings":["INAOE, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INAOE, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"140"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9984999895095825,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/sizing","display_name":"Sizing","score":0.8335999250411987},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6407061219215393},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5945282578468323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5898457765579224},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.5850525498390198},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.5699129700660706},{"id":"https://openalex.org/keywords/transconductance","display_name":"Transconductance","score":0.5301554799079895},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5259734988212585},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4601164162158966},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44300568103790283},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.43492835760116577},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41640377044677734},{"id":"https://openalex.org/keywords/operational-amplifier","display_name":"Operational amplifier","score":0.41158586740493774},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.3937612771987915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27833858132362366},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.2349463701248169},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16655319929122925},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.14884817600250244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14013490080833435},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12718245387077332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07982948422431946}],"concepts":[{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.8335999250411987},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6407061219215393},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5945282578468323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5898457765579224},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.5850525498390198},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.5699129700660706},{"id":"https://openalex.org/C2779283907","wikidata":"https://www.wikidata.org/wiki/Q1632964","display_name":"Transconductance","level":4,"score":0.5301554799079895},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5259734988212585},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4601164162158966},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44300568103790283},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.43492835760116577},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41640377044677734},{"id":"https://openalex.org/C145366948","wikidata":"https://www.wikidata.org/wiki/Q178947","display_name":"Operational amplifier","level":4,"score":0.41158586740493774},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.3937612771987915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27833858132362366},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.2349463701248169},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16655319929122925},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.14884817600250244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14013490080833435},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12718245387077332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07982948422431946},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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":2,"locations":[{"id":"doi:10.1109/smacd.2018.8434863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2018.8434863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04338157v1","is_oa":false,"landing_page_url":"https://hal.u-pec.fr/hal-04338157","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Jul 2018, Prague, Czech Republic. pp.137-9, &#x27E8;10.1109/SMACD.2018.8434863&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W186730292","https://openalex.org/W643736081","https://openalex.org/W754002453","https://openalex.org/W1510052597","https://openalex.org/W1569313486","https://openalex.org/W1971321216","https://openalex.org/W2023823900","https://openalex.org/W2028334174","https://openalex.org/W2034858719","https://openalex.org/W2237440835","https://openalex.org/W2505710690","https://openalex.org/W2543580944"],"related_works":["https://openalex.org/W3150130873","https://openalex.org/W2104827390","https://openalex.org/W2969571561","https://openalex.org/W2620550997","https://openalex.org/W1525931652","https://openalex.org/W2076301380","https://openalex.org/W3121339476","https://openalex.org/W3147153020","https://openalex.org/W2125285777","https://openalex.org/W4319595264"],"abstract_inverted_index":{"In":[0],"this":[1,44],"paper":[2],"we":[3],"consider":[4],"the":[5,14,25,28,34,37,58,73,79,87,90],"use":[6,26],"of":[7,18,27,36,43,57,61,72,89],"a":[8,62],"new":[9],"Kriging":[10],"metamodeling":[11],"technique":[12],"for":[13,33],"efficient":[15],"global":[16],"optimization":[17,82,91],"analog":[19],"circuits.":[20],"It":[21],"is":[22,52,84,93],"based":[23],"on":[24],"socalled":[29],"expected":[30],"improvement":[31],"criterion":[32],"enhancement":[35],"considered":[38],"performance":[39],"model.":[40],"The":[41],"efficiency":[42],"approach,":[45],"regarding":[46],"to":[47],"accuracy":[48],"and":[49],"computation":[50],"time,":[51],"showcased":[53],"via":[54],"an":[55],"example":[56],"optimal":[59],"sizing":[60,76],"CMOS":[63],"operational":[64],"transconductance":[65],"amplifier.":[66],"A":[67],"comparative":[68],"study":[69],"with":[70],"performances":[71],"conventional":[74],"in-loop":[75],"technique,":[77],"where":[78],"particle":[80],"swarm":[81],"metaheuristic":[83],"used":[85],"as":[86],"core":[88],"kernel,":[92],"presented.":[94]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
