{"id":"https://openalex.org/W2077344042","doi":"https://doi.org/10.1109/cec.2014.6900559","title":"Network on Chip optimization based on surrogate model assisted evolutionary algorithms","display_name":"Network on Chip optimization based on surrogate model assisted evolutionary algorithms","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2077344042","doi":"https://doi.org/10.1109/cec.2014.6900559","mag":"2077344042"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","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/A5009745732","display_name":"Mengyuan Wu","orcid":"https://orcid.org/0000-0002-1429-122X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mengyuan Wu","raw_affiliation_strings":["Faculty of Engineering Technology, Glyndwr University, Wrexham, U.K","Faculty of Engineering Technology, Katholieke Universiteit Leuven, Leuven, Belgium and Department of Computing, Glyndwr University, Wrexham, U.K"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, Glyndwr University, Wrexham, U.K","institution_ids":[]},{"raw_affiliation_string":"Faculty of Engineering Technology, Katholieke Universiteit Leuven, Leuven, Belgium and Department of Computing, Glyndwr University, Wrexham, U.K","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062600957","display_name":"Ammar Karkar","orcid":"https://orcid.org/0000-0002-7189-7463"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ammar Karkar","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University, U.K","School of Electrical and Electronic Engineering, Newcastle University, U.K.#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University, U.K","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University, U.K.#TAB#","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461643","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-3093-4571"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["Department of Computing, Glyndwr University, Wrexham, U.K","Department of Computing, Glyndwr University, Wrexham, U.K.#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Glyndwr University, Wrexham, U.K","institution_ids":[]},{"raw_affiliation_string":"Department of Computing, Glyndwr University, Wrexham, U.K.#TAB#","institution_ids":["https://openalex.org/I184856343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029446985","display_name":"Alex Yakovlev","orcid":"https://orcid.org/0000-0003-0826-9330"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex Yakovlev","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University, U.K","School of Electrical and Electronic Engineering, Newcastle University, U.K.#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University, U.K","institution_ids":["https://openalex.org/I84884186"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University, U.K.#TAB#","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029270525","display_name":"Georges Gielen","orcid":"https://orcid.org/0000-0002-4061-9428"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Georges Gielen","raw_affiliation_strings":["ESAT-MICAS, Katholieke Universiteit Leuven, Leuven, Belgium","ESAT-MICAS; Katholieke Universiteit Leuven; Leuven Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-MICAS, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"ESAT-MICAS; Katholieke Universiteit Leuven; Leuven Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005432441","display_name":"Vic Grout","orcid":"https://orcid.org/0000-0003-4330-0137"},"institutions":[{"id":"https://openalex.org/I184856343","display_name":"Wrexham University","ror":"https://ror.org/048kc0s52","country_code":"GB","type":"education","lineage":["https://openalex.org/I184856343"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vic Grout","raw_affiliation_strings":["Department of Computing, Glyndwr University, Wrexham, U.K","Department of Computing, Glyndwr University, Wrexham, U.K.#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Glyndwr University, Wrexham, U.K","institution_ids":[]},{"raw_affiliation_string":"Department of Computing, Glyndwr University, Wrexham, U.K.#TAB#","institution_ids":["https://openalex.org/I184856343"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009745732"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8513,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78122751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3266","last_page":"3271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9973999857902527,"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":0.9959999918937683,"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"}},{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9930999875068665,"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/differential-evolution","display_name":"Differential evolution","score":0.6951586008071899},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6802170276641846},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.6568911075592041},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6390603184700012},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.6156275272369385},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5976436734199524},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5708498358726501},{"id":"https://openalex.org/keywords/tournament-selection","display_name":"Tournament selection","score":0.5624372959136963},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4710507392883301},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46160903573036194},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4494771361351013},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.44632455706596375},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.424385666847229},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3637548089027405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2661106586456299},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2053934633731842},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17713162302970886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15860122442245483}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6951586008071899},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6802170276641846},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.6568911075592041},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6390603184700012},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.6156275272369385},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5976436734199524},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5708498358726501},{"id":"https://openalex.org/C165661538","wikidata":"https://www.wikidata.org/wiki/Q7829327","display_name":"Tournament selection","level":3,"score":0.5624372959136963},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4710507392883301},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46160903573036194},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4494771361351013},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.44632455706596375},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.424385666847229},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3637548089027405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2661106586456299},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2053934633731842},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17713162302970886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15860122442245483},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2014.6900559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:glyndwr.collections.crest.ac.uk:8332","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400866","display_name":"Glyndwr University Research Online (Glyndwr University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184856343","host_organization_name":"Wrexham University","host_organization_lineage":["https://openalex.org/I184856343"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:eprints.gla.ac.uk:209580","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/209580/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1502922572","https://openalex.org/W1879678483","https://openalex.org/W1964558942","https://openalex.org/W2020081716","https://openalex.org/W2068923837","https://openalex.org/W2074046446","https://openalex.org/W2082228576","https://openalex.org/W2085109996","https://openalex.org/W2086954239","https://openalex.org/W2103839010","https://openalex.org/W2123184444","https://openalex.org/W2125097856","https://openalex.org/W2131612655","https://openalex.org/W2136918060","https://openalex.org/W2145479420","https://openalex.org/W2158280774","https://openalex.org/W2159747318","https://openalex.org/W2160010046","https://openalex.org/W2163947402","https://openalex.org/W2166409353","https://openalex.org/W4251222509","https://openalex.org/W6669331218","https://openalex.org/W6683698198","https://openalex.org/W7000706324"],"related_works":["https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W2911471039","https://openalex.org/W2902454235","https://openalex.org/W2021957875","https://openalex.org/W2015132550","https://openalex.org/W2163202954","https://openalex.org/W2770121110","https://openalex.org/W2017609523","https://openalex.org/W2080207695"],"abstract_inverted_index":{"Network-on-Chip":[0],"(NoC)":[1],"design":[2,16,36,92,96,106],"is":[3,12,47,120],"attracting":[4],"more":[5,7],"and":[6,81,115],"attention":[8],"nowadays,":[9],"but":[10],"there":[11],"a":[13,71],"lack":[14],"of":[15,26,74],"optimization":[17,37,97],"method":[18],"due":[19],"to":[20,89,112],"the":[21,50,58],"computationally":[22],"very":[23],"expensive":[24,75],"simulations":[25],"NoC.":[27],"To":[28],"address":[29],"this":[30],"problem,":[31],"an":[32],"algorithm,":[33],"called":[34],"NoC":[35,95],"based":[38,61],"on":[39],"Gaussian":[40],"process":[41],"model":[42],"assisted":[43],"differential":[44],"evolution":[45],"(NDPAD),":[46],"presented.":[48],"Using":[49],"surrogate":[51],"model-aware":[52],"evolutionary":[53,78],"search":[54,79],"(SMAS)":[55],"framework":[56],"with":[57],"tournament":[59],"selection":[60,84],"constraint":[62],"handling":[63],"method,":[64],"NDPAD":[65],"can":[66,108],"obtain":[67],"satisfactory":[68],"solutions":[69,107],"using":[70],"limited":[72],"number":[73],"simulations.":[76],"The":[77],"strategies":[80],"training":[82],"data":[83],"methods":[85],"are":[86],"then":[87],"investigated":[88],"handle":[90],"integer":[91],"parameters":[93],"in":[94],"problems.":[98],"Comparison":[99],"shows":[100],"that":[101],"comparable":[102],"or":[103],"even":[104],"better":[105],"be":[109],"obtained":[110],"compared":[111],"standard":[113],"EAs,":[114],"much":[116],"less":[117],"computation":[118],"effort":[119],"needed.":[121]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
