{"id":"https://openalex.org/W2130291762","doi":"https://doi.org/10.1145/1278349.1278359","title":"Exploring time/resource trade-offs by solving dual scheduling problems with the ant colony optimization","display_name":"Exploring time/resource trade-offs by solving dual scheduling problems with the ant colony optimization","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2130291762","doi":"https://doi.org/10.1145/1278349.1278359","mag":"2130291762"},"language":"en","primary_location":{"id":"doi:10.1145/1278349.1278359","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1278349.1278359","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","raw_type":"journal-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/A5069392828","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0002-7263-3670"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gang Wang","raw_affiliation_strings":["University of California, Santa Barbara, Santa Barbara, CA","University of California, Santa Barbara Santa Barbara, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara Santa Barbara, CA#TAB#","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004369962","display_name":"Wenrui Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156212","display_name":"Mentor Technologies","ror":"https://ror.org/05vewsj04","country_code":"US","type":"other","lineage":["https://openalex.org/I4210156212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenrui Gong","raw_affiliation_strings":["Mentor Graphics, Wilsonville, OR"],"affiliations":[{"raw_affiliation_string":"Mentor Graphics, Wilsonville, OR","institution_ids":["https://openalex.org/I4210156212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085015369","display_name":"Brian DeRenzi","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Derenzi","raw_affiliation_strings":["University of Washington, Seattle, WA","University Of Washington (Seattle, WA)"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University Of Washington (Seattle, WA)","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000231774","display_name":"Ryan Kastner","orcid":"https://orcid.org/0000-0001-9062-5570"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Kastner","raw_affiliation_strings":["University of California, Santa Barbara, Santa Barbara, CA","University of California, Santa Barbara Santa Barbara, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Santa Barbara, CA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara Santa Barbara, CA#TAB#","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069392828"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":5.9341,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95540597,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"4","first_page":"46","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8490248918533325},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6336945295333862},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.6299373507499695},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.611954391002655},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5731505155563354},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5142342448234558},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.4646425247192383},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.45556214451789856},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45331764221191406},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41723042726516724},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2872903347015381},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.2795940935611725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07597494125366211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8490248918533325},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6336945295333862},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.6299373507499695},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.611954391002655},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5731505155563354},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5142342448234558},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4646425247192383},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.45556214451789856},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45331764221191406},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41723042726516724},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2872903347015381},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2795940935611725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07597494125366211},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1278349.1278359","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1278349.1278359","pdf_url":null,"source":{"id":"https://openalex.org/S105046310","display_name":"ACM Transactions on Design Automation of Electronic Systems","issn_l":"1084-4309","issn":["1084-4309","1557-7309"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Design Automation of Electronic Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.187.7403","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.187.7403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.washington.edu/homes/bderenzi/Papers/todaes_final.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.296.9292","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.9292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homes.cs.washington.edu/~bderenzi/Papers/todaes_final.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.483.3795","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.483.3795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cseweb.ucsd.edu/~kastner/papers/todaes07-aco_dse_is.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W184362337","https://openalex.org/W1530715683","https://openalex.org/W1554845651","https://openalex.org/W1801849579","https://openalex.org/W2010594747","https://openalex.org/W2048910294","https://openalex.org/W2071550127","https://openalex.org/W2095897774","https://openalex.org/W2104892786","https://openalex.org/W2107941094","https://openalex.org/W2110554810","https://openalex.org/W2117285153","https://openalex.org/W2125763038","https://openalex.org/W2134354173","https://openalex.org/W2134963129","https://openalex.org/W2146707970","https://openalex.org/W2156417149","https://openalex.org/W2164123397","https://openalex.org/W3150996524","https://openalex.org/W4285719527","https://openalex.org/W7075613892"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W2377713709","https://openalex.org/W2373973180","https://openalex.org/W2372008037","https://openalex.org/W2978148977","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W3003077338","https://openalex.org/W2167574351"],"abstract_inverted_index":{"Design":[0],"space":[1,16],"exploration":[2,39,52],"during":[3],"high-level":[4],"synthesis":[5],"is":[6,22,65],"often":[7],"conducted":[8],"through":[9],"ad":[10],"hoc":[11],"probing":[12],"of":[13,45,106],"the":[14,43,83],"solution":[15],"using":[17,114],"some":[18],"scheduling":[19,49,76,95,116],"algorithm.":[20,77],"This":[21],"not":[23],"only":[24],"time":[25,120],"consuming":[26],"but":[27],"also":[28,123],"very":[29],"dependent":[30],"on":[31],"designer's":[32],"experience.":[33],"We":[34],"propose":[35],"a":[36,55,60,66,127],"novel":[37],"design":[38],"method":[40],"that":[41],"exploits":[42],"duality":[44],"time-":[46,92],"and":[47,69,93,134],"resource-constrained":[48,94],"problems.":[50,96],"Our":[51,97],"automatically":[53],"constructs":[54],"time/area":[56],"tradeoff":[57],"curve":[58],"in":[59],"fast,":[61],"effective":[62],"manner.":[63],"It":[64,122],"general":[67],"approach":[68],"can":[70],"be":[71],"combined":[72],"with":[73,109,132],"any":[74],"high-quality":[75],"In":[78],"our":[79],"work,":[80],"we":[81],"use":[82],"max-min":[84],"ant":[85],"colony":[86],"optimization":[87],"technique":[88],"to":[89,113],"solve":[90],"both":[91],"algorithm":[98],"provides":[99],"significant":[100],"solution-quality":[101],"savings":[102],"(average":[103],"17.3%":[104],"reduction":[105],"resource":[107],"counts)":[108],"similar":[110],"runtime":[111],"compared":[112],"force-directed":[115],"exhaustively":[117],"at":[118],"every":[119],"step.":[121],"scales":[124],"well":[125],"across":[126],"comprehensive":[128],"benchmark":[129],"suite":[130],"constructed":[131],"classic":[133],"real-life":[135],"samples.":[136]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
