{"id":"https://openalex.org/W4411236887","doi":"https://doi.org/10.1002/cta.70007","title":"Initial Population Sampling Influence on Multi\u2010Objective Optimization Based on Differential Evolution and Bayesian Inference","display_name":"Initial Population Sampling Influence on Multi\u2010Objective Optimization Based on Differential Evolution and Bayesian Inference","publication_year":2025,"publication_date":"2025-06-05","ids":{"openalex":"https://openalex.org/W4411236887","doi":"https://doi.org/10.1002/cta.70007"},"language":"en","primary_location":{"id":"doi:10.1002/cta.70007","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cta.70007","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cta.70007","source":{"id":"https://openalex.org/S92132303","display_name":"International Journal of Circuit Theory and Applications","issn_l":"0098-9886","issn":["0098-9886","1097-007X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Circuit Theory and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cta.70007","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110583743","display_name":"Georgian Nicolae","orcid":"https://orcid.org/0000-0001-7157-5387"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Georgian Nicolae","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0001-7157-5387","affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032921328","display_name":"C\u0103t\u0103lin Vi\u0219an","orcid":"https://orcid.org/0000-0002-6769-7274"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Catalin Visan","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093266218","display_name":"Dan Cur\u0103vale","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Curavale","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003605874","display_name":"Mihai Boldeanu","orcid":"https://orcid.org/0000-0002-2662-7835"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Boldeanu","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032257745","display_name":"Horia Cucu","orcid":"https://orcid.org/0000-0002-8711-3854"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Horia Cucu","raw_affiliation_strings":["Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology National University of Science and Technology Politehnica Bucharest  Bucharest Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Faculty of Electronics, Telecommunications and Information Technology, National University of Science and Technology Politehnica Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040778804","display_name":"Andi Buzo","orcid":"https://orcid.org/0000-0001-6545-5338"},"institutions":[{"id":"https://openalex.org/I137594350","display_name":"Infineon Technologies (Germany)","ror":"https://ror.org/005kw6t15","country_code":"DE","type":"company","lineage":["https://openalex.org/I137594350"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andi Buzo","raw_affiliation_strings":["Infineon Technologies  Neubiberg Germany","Infineon Technologies, Neubiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infineon Technologies  Neubiberg Germany","institution_ids":["https://openalex.org/I137594350"]},{"raw_affiliation_string":"Infineon Technologies, Neubiberg, Germany","institution_ids":["https://openalex.org/I137594350"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032257745"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":{"value":3660,"currency":"USD","value_usd":3660},"apc_paid":{"value":3660,"currency":"USD","value_usd":3660},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.137657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"53","issue":"11","first_page":"6733","last_page":"6744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9957000017166138,"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/inference","display_name":"Inference","score":0.6924988031387329},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5798674821853638},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5671363472938538},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5311112999916077},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4902696907520294},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48209479451179504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44852179288864136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4421829283237457},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.392625629901886},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.35765889286994934},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.33683639764785767},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3257800340652466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23896640539169312},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07003733515739441}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6924988031387329},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5798674821853638},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5671363472938538},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5311112999916077},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4902696907520294},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48209479451179504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44852179288864136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4421829283237457},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.392625629901886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.35765889286994934},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.33683639764785767},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3257800340652466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23896640539169312},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07003733515739441},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/cta.70007","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cta.70007","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cta.70007","source":{"id":"https://openalex.org/S92132303","display_name":"International Journal of Circuit Theory and Applications","issn_l":"0098-9886","issn":["0098-9886","1097-007X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Circuit Theory and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/cta.70007","is_oa":true,"landing_page_url":"https://doi.org/10.1002/cta.70007","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cta.70007","source":{"id":"https://openalex.org/S92132303","display_name":"International Journal of Circuit Theory and Applications","issn_l":"0098-9886","issn":["0098-9886","1097-007X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Circuit Theory and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5862380519","display_name":null,"funder_award_id":"PN\u2010III\u2010P2\u20102.1\u2010PTE\u20102021\u20100460","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G6703262589","display_name":null,"funder_award_id":"PN-III-P2-2","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320318622","display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii","ror":null},{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"},{"id":"https://openalex.org/F4320327756","display_name":"National University of Science and Technology","ror":"https://ror.org/019vsm959"},{"id":"https://openalex.org/F4320336189","display_name":"Colegiul Consultativ pentru Cercetare-Dezvoltare \u015fi Inovare","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411236887.pdf","grobid_xml":"https://content.openalex.org/works/W4411236887.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1490633101","https://openalex.org/W1542437639","https://openalex.org/W1964239621","https://openalex.org/W1992727072","https://openalex.org/W1994665973","https://openalex.org/W2001591765","https://openalex.org/W2004651379","https://openalex.org/W2006772343","https://openalex.org/W2017001763","https://openalex.org/W2065183815","https://openalex.org/W2093625674","https://openalex.org/W2097571405","https://openalex.org/W2144133630","https://openalex.org/W2161359911","https://openalex.org/W2371176349","https://openalex.org/W2397105003","https://openalex.org/W2568283272","https://openalex.org/W2579361096","https://openalex.org/W2767707525","https://openalex.org/W2795785493","https://openalex.org/W2919979744","https://openalex.org/W2950731991","https://openalex.org/W2988303294","https://openalex.org/W2995016950","https://openalex.org/W3011497882","https://openalex.org/W3022672521","https://openalex.org/W3182983130","https://openalex.org/W3209648810","https://openalex.org/W3217063713","https://openalex.org/W4211049957","https://openalex.org/W4243645092","https://openalex.org/W4256020332","https://openalex.org/W4300580367","https://openalex.org/W4304080732","https://openalex.org/W4388408934","https://openalex.org/W4388692952","https://openalex.org/W4389162407","https://openalex.org/W4389776171","https://openalex.org/W4391667303","https://openalex.org/W4408151489"],"related_works":["https://openalex.org/W2372267530","https://openalex.org/W2969189870","https://openalex.org/W3015855446","https://openalex.org/W2965643117","https://openalex.org/W4303857162","https://openalex.org/W2407375987","https://openalex.org/W3049691116","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158"],"abstract_inverted_index":{"ABSTRACT":[0],"Multi\u2010objective":[1],"optimization":[2,58,131],"is":[3],"increasingly":[4],"vital":[5],"in":[6,39,70,77],"complex":[7],"circuit":[8,71,148],"sizing,":[9],"where":[10],"traditional":[11],"methods":[12],"fail":[13],"due":[14],"to":[15,126],"extensive":[16],"design":[17,94,149],"variables.":[18,95],"This":[19,133],"study":[20,134],"focused":[21],"on":[22,60],"reducing":[23],"the":[24,35,44,54,99,114,121,136],"simulation":[25],"counts,":[26],"which":[27],"are":[28],"crucial":[29],"for":[30,104,146],"saving":[31],"time,":[32],"by":[33],"optimizing":[34],"initial":[36,101,122,140],"population":[37,102,123,141],"selection":[38,142],"evolutionary":[40],"algorithms.":[41],"We":[42,96],"investigated":[43],"impact":[45],"of":[46,56,82,138],"different":[47,83],"sampling":[48,106],"methods\u2010Latin":[49],"hypercube,":[50],"Sobol,":[51],"and":[52,63,108,117,128,143],"Halton\u2010on":[53],"efficiency":[55],"multi\u2010objective":[57],"based":[59],"differential":[61],"evolution":[62],"Bayesian":[64],"inference":[65],"(MODEBI),":[66],"a":[67],"leading":[68,125],"algorithm":[69],"optimization.":[72,150],"The":[73,110],"experiments":[74],"were":[75],"conducted":[76],"two":[78],"practical":[79],"use":[80],"cases":[81],"complexities,":[84],"low\u2010dropout":[85],"voltage":[86],"regulators":[87],"(LDOs)":[88],"with":[89],"eight":[90],"and,":[91],"respectively,":[92],"27":[93],"statistically":[97],"analyzed":[98],"generated":[100],"sets":[103],"each":[105],"method":[107],"circuit.":[109],"results":[111],"indicate":[112],"that":[113],"Latin":[115],"hypercube":[116],"Sobol":[118],"significantly":[119],"improve":[120],"quality,":[124],"faster":[127],"more":[129],"efficient":[130],"processes.":[132],"highlights":[135],"importance":[137],"strategic":[139],"its":[144],"potential":[145],"streamlined":[147]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}