{"id":"https://openalex.org/W3209648810","doi":"https://doi.org/10.1109/sped53181.2021.9587352","title":"Versatility and Population Diversity of Evolutionary Algorithms in Automated Circuit Sizing Applications","display_name":"Versatility and Population Diversity of Evolutionary Algorithms in Automated Circuit Sizing Applications","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3209648810","doi":"https://doi.org/10.1109/sped53181.2021.9587352","mag":"3209648810"},"language":"en","primary_location":{"id":"doi:10.1109/sped53181.2021.9587352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sped53181.2021.9587352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","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/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":true,"raw_author_name":"Catalin Visan","raw_affiliation_strings":["University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","University \"Politehnica\" of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University \"Politehnica\" of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059253663","display_name":"Octavian Pascu","orcid":"https://orcid.org/0000-0003-2643-9145"},"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":"Octavian Pascu","raw_affiliation_strings":["University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","University \"Politehnica\" of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University \"Politehnica\" of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104093623","display_name":"Marius St\u0103nescu","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":"Marius Stanescu","raw_affiliation_strings":["University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","University \"Politehnica\" of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University \"Politehnica\" of 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":false,"raw_author_name":"Horia Cucu","raw_affiliation_strings":["University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","University \"Politehnica\" of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University \u201cPolitehnica\u201d of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"University \"Politehnica\" of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027346926","display_name":"Cristian Diaconu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093765","display_name":"Center of Technology and Engineering for Nuclear Projects","ror":"https://ror.org/00p0qk069","country_code":"RO","type":"other","lineage":["https://openalex.org/I4210093765"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristian Diaconu","raw_affiliation_strings":["Infineon Technologies, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Infineon Technologies, Bucharest, Romania","institution_ids":["https://openalex.org/I4210093765"]}]},{"author_position":"middle","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, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Infineon Technologies, Munich, Germany","institution_ids":["https://openalex.org/I137594350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111705860","display_name":"Georg Pelz","orcid":null},"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":"Georg Pelz","raw_affiliation_strings":["Infineon Technologies, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Infineon Technologies, Munich, Germany","institution_ids":["https://openalex.org/I137594350"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032921328"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.5919,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72514912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"73"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9972000122070312,"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":0.8689077496528625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6747808456420898},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5700581073760986},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5570804476737976},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5494184494018555},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.4901154935359955},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4795953333377838},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4783334732055664},{"id":"https://openalex.org/keywords/electronic-design-automation","display_name":"Electronic design automation","score":0.45116546750068665},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4229263365268707},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.41013389825820923},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20673805475234985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20433491468429565},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10500133037567139},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07453557848930359}],"concepts":[{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.8689077496528625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6747808456420898},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5700581073760986},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5570804476737976},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5494184494018555},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.4901154935359955},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4795953333377838},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4783334732055664},{"id":"https://openalex.org/C64260653","wikidata":"https://www.wikidata.org/wiki/Q1194864","display_name":"Electronic design automation","level":2,"score":0.45116546750068665},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4229263365268707},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41013389825820923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20673805475234985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20433491468429565},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10500133037567139},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07453557848930359},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sped53181.2021.9587352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sped53181.2021.9587352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1542437639","https://openalex.org/W1544309315","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1608317386","https://openalex.org/W2004651379","https://openalex.org/W2022485595","https://openalex.org/W2126105956","https://openalex.org/W2371176349","https://openalex.org/W2769791151","https://openalex.org/W2809500545","https://openalex.org/W2943969192","https://openalex.org/W3217063713","https://openalex.org/W4252419006","https://openalex.org/W4256020332","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W2949920582","https://openalex.org/W2108130666","https://openalex.org/W2475655475","https://openalex.org/W2967915397","https://openalex.org/W4319431013","https://openalex.org/W2079945380","https://openalex.org/W2503215586","https://openalex.org/W613881128","https://openalex.org/W1565715208","https://openalex.org/W1976868065"],"abstract_inverted_index":{"In":[0,91],"modern":[1],"circuit":[2,29,84,104],"design,":[3],"highly":[4],"specialized":[5],"engineers":[6],"are":[7,95],"using":[8],"computer":[9],"tools":[10],"to":[11,55,113],"increase":[12],"their":[13],"chance":[14],"of":[15,32,46,58,66,81,109,117,122],"finding":[16],"the":[17,22,39,56,59,63,67,70,73,79,97,115,118],"best":[18],"configurations,":[19],"while":[20],"decreasing":[21],"development":[23],"time.":[24,47],"However,":[25],"certain":[26],"tasks,":[27],"like":[28],"sizing,":[30],"consist":[31],"try":[33],"and":[34,124],"error":[35],"processes":[36],"that":[37],"require":[38],"designer\u2019s":[40],"attention":[41],"for":[42,103],"a":[43],"variable":[44],"amount":[45],"The":[48,107],"task":[49],"duration":[50],"is":[51,76,89,112],"usually":[52],"directly":[53],"proportional":[54],"complexity":[57],"circuit.":[60],"To":[61],"minimize":[62],"R&D":[64],"costs":[65],"circuit,":[68],"relieving":[69],"designer":[71],"from":[72],"repetitive":[74],"tasks":[75],"essential.":[77],"Thus,":[78],"trend":[80],"replacing":[82],"manual-based":[83],"sizing":[85,105],"by":[86],"AI":[87],"solutions":[88],"growing.":[90],"this":[92,110],"context,":[93],"we":[94],"comparing":[96],"five":[98],"most":[99],"promising":[100],"Evolutionary":[101],"Algorithms":[102],"automation.":[106],"focus":[108],"paper":[111],"assess":[114],"performance":[116],"algorithms":[119],"in":[120],"terms":[121],"versatility":[123],"population":[125],"diversity.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}