{"id":"https://openalex.org/W3145731363","doi":"https://doi.org/10.1109/iccad.2010.5654325","title":"An algorithm for exploiting modeling error statistics to enable robust analog optimization","display_name":"An algorithm for exploiting modeling error statistics to enable robust analog optimization","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W3145731363","doi":"https://doi.org/10.1109/iccad.2010.5654325","mag":"3145731363"},"language":"en","primary_location":{"id":"doi:10.1109/iccad.2010.5654325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2010.5654325","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","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/A5002809420","display_name":"Ashish Singh","orcid":"https://orcid.org/0000-0003-4486-3636"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ashish Kumar Singh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079351064","display_name":"Mario Lok","orcid":"https://orcid.org/0000-0001-7112-3874"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Lok","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090687087","display_name":"Kareem Ragab","orcid":"https://orcid.org/0000-0001-9171-8955"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kareem Ragab","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053978837","display_name":"Constantine Caramanis","orcid":"https://orcid.org/0000-0001-9939-8378"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Constantine Caramanis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090899796","display_name":"Michael Orshansky","orcid":"https://orcid.org/0000-0002-6223-4748"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Orshansky","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002809420"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47961075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"88","issue":null,"first_page":"62","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9979000091552734,"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/T11697","display_name":"Numerical Methods and Algorithms","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6634330153465271},{"id":"https://openalex.org/keywords/spice","display_name":"Spice","score":0.562985897064209},{"id":"https://openalex.org/keywords/geometric-programming","display_name":"Geometric programming","score":0.5470122694969177},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5426625609397888},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5419602394104004},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5006520748138428},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.4562169313430786},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4284844398498535},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42063817381858826},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20515263080596924},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.17183271050453186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10700801014900208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10607010126113892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634330153465271},{"id":"https://openalex.org/C2780077345","wikidata":"https://www.wikidata.org/wiki/Q16891888","display_name":"Spice","level":2,"score":0.562985897064209},{"id":"https://openalex.org/C20729856","wikidata":"https://www.wikidata.org/wiki/Q2078279","display_name":"Geometric programming","level":2,"score":0.5470122694969177},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5426625609397888},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5419602394104004},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5006520748138428},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.4562169313430786},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4284844398498535},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42063817381858826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20515263080596924},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.17183271050453186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10700801014900208},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10607010126113892},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad.2010.5654325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2010.5654325","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","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":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1553149778","https://openalex.org/W1562942484","https://openalex.org/W2099528214","https://openalex.org/W2123309836","https://openalex.org/W2129898575","https://openalex.org/W2131116400","https://openalex.org/W2147059000","https://openalex.org/W2147120117","https://openalex.org/W2171048418","https://openalex.org/W4237533301","https://openalex.org/W4255722531","https://openalex.org/W6633062741","https://openalex.org/W7037071055"],"related_works":["https://openalex.org/W2204879205","https://openalex.org/W2096437374","https://openalex.org/W1943174035","https://openalex.org/W1928481607","https://openalex.org/W3135165657","https://openalex.org/W1485582195","https://openalex.org/W57337972","https://openalex.org/W2313216219","https://openalex.org/W1561306903","https://openalex.org/W2563702065"],"abstract_inverted_index":{"Equation-based":[0],"optimization":[1,85,202],"using":[2,152],"geometric":[3],"programming":[4],"(GP)":[5],"for":[6,266,296,309],"automated":[7],"synthesis":[8],"of":[9,30,101,107,124,134,190,212,256,282],"analog":[10],"circuits":[11],"has":[12],"recently":[13],"gained":[14],"broader":[15],"adoption.":[16],"A":[17],"major":[18],"outstanding":[19],"challenge":[20],"is":[21,150,178,237],"the":[22,27,62,72,93,99,102,105,132,153,167,172,179,183,188,191,210,267,276,279,291,294,297],"inaccuracy":[23],"resulting":[24],"from":[25],"fitting":[26,65,184],"complex":[28],"behavior":[29,169],"scaled":[31],"transistors":[32],"to":[33,53,55,130,158,166,204,239,258],"posynomial":[34,49],"functions.":[35],"Fitting":[36],"over":[37,66],"a":[38,57,83,111,121,200,216,219,225],"large":[39],"region":[40],"can":[41,51],"be":[42],"grossly":[43],"inaccurate,":[44],"and":[45,69,137,139,187,224,248,262,305],"in":[46,92,104,151,199,230,260,264],"fact,":[47],"poor":[48],"fit":[50],"lead":[52],"failure":[54],"find":[56,110,205],"true":[58],"feasible":[59,115,163,206],"solution.":[60,116],"On":[61],"other":[63],"hand,":[64],"smaller":[67],"regions":[68],"then":[70],"selecting":[71],"best":[73],"region,":[74],"incurs":[75],"exponential":[76],"complexity.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,109,197],"advance":[82],"novel":[84],"strategy":[86],"that":[87,161,273,289],"circumvents":[88],"these":[89],"dueling":[90],"problems":[91],"following":[94],"manner:":[95],"by":[96],"explicitly":[97],"handling":[98],"error":[100,185,192],"model":[103],"course":[106],"optimization,":[108],"potentially":[112],"suboptimal,":[113],"but":[114],"This":[117],"solution":[118,242],"subsequently":[119],"guides":[120],"range-refinement":[122],"process":[123],"our":[125,213,285],"transistor":[126],"models,":[127],"allowing":[128],"us":[129],"reduce":[131],"range":[133],"operating":[135],"conditions":[136],"dimensions,":[138],"hence":[140],"obtain":[141],"far":[142],"more":[143],"accurate":[144,168],"GP":[145],"models.":[146],"The":[147,175],"key":[148,176],"contribution":[149],"available":[154],"oracle":[155],"(SPICE":[156],"simulations)":[157],"identify":[159,240],"solutions":[160,288],"are":[162],"with":[164,254,278],"respect":[165],"rather":[170],"than":[171,307],"fitted":[173],"model.":[174],"innovation":[177],"explicit":[180],"link":[181],"between":[182],"statistics":[186],"rate":[189],"uncertainty":[193],"set":[194],"increase,":[195],"which":[196],"use":[198],"robust":[201],"formulation":[203],"solutions.":[207],"We":[208,270],"demonstrate":[209,272],"effectiveness":[211],"algorithm":[214,236],"on":[215],"two":[217],"benchmarks:":[218],"two-stage":[220],"CMOS":[221,233],"operational":[222],"amplifier":[223,268],"voltage":[226],"controlled":[227],"oscillator":[228],"designed":[229],"TSMC":[231],"0.18\u03bcm":[232],"technology.":[234],"Our":[235],"able":[238],"superior":[241],"points":[243],"producing":[244],"uniformly":[245],"better":[246],"power":[247,261],"area":[249,265],"values":[250],"under":[251],"gain":[252],"constraint":[253],"improvements":[255],"up":[257],"50%":[259],"10%":[263],"design.":[269],"also":[271],"when":[274],"utilizing":[275],"models":[277],"same":[280],"level":[281],"modeling":[283],"error,":[284],"method":[286,299],"yields":[287],"meet":[290],"constraints":[292],"while":[293],"violations":[295],"standard":[298],"were":[300],"as":[301,303],"high":[302],"45%":[304],"larger":[306],"15%":[308],"several":[310],"constraints.":[311]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}