{"id":"https://openalex.org/W2110647005","doi":"https://doi.org/10.1109/cec.2011.5949651","title":"Multi-objective optimisation of cell-array circuit evolution","display_name":"Multi-objective optimisation of cell-array circuit evolution","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2110647005","doi":"https://doi.org/10.1109/cec.2011.5949651","mag":"2110647005"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of 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/A5035379994","display_name":"Paul Bremner","orcid":"https://orcid.org/0000-0001-7716-5100"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]},{"id":"https://openalex.org/I4210161128","display_name":"Bristol Robotics Laboratory","ror":"https://ror.org/056sbyc67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161128"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Paul Bremner","raw_affiliation_strings":["Bristol Robotics Laboratory, University of West of England, Bristol, UK","Bristol Robotics Laboratory, University of the West of England, Bristol UK"],"affiliations":[{"raw_affiliation_string":"Bristol Robotics Laboratory, University of West of England, Bristol, UK","institution_ids":["https://openalex.org/I4210161128"]},{"raw_affiliation_string":"Bristol Robotics Laboratory, University of the West of England, Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101430659","display_name":"Mohammad Samie","orcid":"https://orcid.org/0000-0002-8850-5606"},"institutions":[{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]},{"id":"https://openalex.org/I4210161128","display_name":"Bristol Robotics Laboratory","ror":"https://ror.org/056sbyc67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161128"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Samie","raw_affiliation_strings":["Bristol Robotics Laboratory, University of West of England, Bristol, UK","Bristol Robotics Laboratory, University of the West of England, Bristol UK"],"affiliations":[{"raw_affiliation_string":"Bristol Robotics Laboratory, University of West of England, Bristol, UK","institution_ids":["https://openalex.org/I4210161128"]},{"raw_affiliation_string":"Bristol Robotics Laboratory, University of the West of England, Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010902833","display_name":"Tony Pipe","orcid":"https://orcid.org/0000-0002-8404-294X"},"institutions":[{"id":"https://openalex.org/I4210161128","display_name":"Bristol Robotics Laboratory","ror":"https://ror.org/056sbyc67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161128"]},{"id":"https://openalex.org/I178535277","display_name":"University of the West of England","ror":"https://ror.org/02nwg5t34","country_code":"GB","type":"education","lineage":["https://openalex.org/I178535277"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anthony G. Pipe","raw_affiliation_strings":["Bristol Robotics Laboratory, University of West of England, Bristol, UK","Bristol Robotics Laboratory, University of the West of England, Bristol UK"],"affiliations":[{"raw_affiliation_string":"Bristol Robotics Laboratory, University of West of England, Bristol, UK","institution_ids":["https://openalex.org/I4210161128"]},{"raw_affiliation_string":"Bristol Robotics Laboratory, University of the West of England, Bristol UK","institution_ids":["https://openalex.org/I178535277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048789717","display_name":"Andy M. Tyrrell","orcid":"https://orcid.org/0000-0002-8533-2404"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andy Tyrrell","raw_affiliation_strings":["Intelligent Systems Group, University of York, York, UK","Intelligent Systems Group, University of York, York UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Group, University of York, York, UK","institution_ids":["https://openalex.org/I52099693"]},{"raw_affiliation_string":"Intelligent Systems Group, University of York, York UK","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035379994"],"corresponding_institution_ids":["https://openalex.org/I178535277","https://openalex.org/I4210161128"],"apc_list":null,"apc_paid":null,"fwci":2.1379,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8903441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"440","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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/T10878","display_name":"CRISPR and Genetic Engineering","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9889000058174133,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6622269153594971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6433730125427246},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5913951396942139},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5892990827560425},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5854634046554565},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5543340444564819},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.5471247434616089},{"id":"https://openalex.org/keywords/digital-electronics","display_name":"Digital electronics","score":0.49354469776153564},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44442206621170044},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.41923344135284424},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3414551019668579},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.19350877404212952},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15484294295310974},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13979315757751465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10235515236854553},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09767299890518188}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6622269153594971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6433730125427246},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5913951396942139},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5892990827560425},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5854634046554565},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5543340444564819},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.5471247434616089},{"id":"https://openalex.org/C81843906","wikidata":"https://www.wikidata.org/wiki/Q173156","display_name":"Digital electronics","level":3,"score":0.49354469776153564},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44442206621170044},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.41923344135284424},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3414551019668579},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.19350877404212952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15484294295310974},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13979315757751465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10235515236854553},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09767299890518188},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5174034212","display_name":null,"funder_award_id":"EP/F062192/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6429684962","display_name":null,"funder_award_id":"EP/F067623/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W92433215","https://openalex.org/W1483800102","https://openalex.org/W1484068269","https://openalex.org/W1596643823","https://openalex.org/W1775913388","https://openalex.org/W1966117767","https://openalex.org/W1998450283","https://openalex.org/W2021042811","https://openalex.org/W2069403261","https://openalex.org/W2126105956","https://openalex.org/W2136931103","https://openalex.org/W2149362532","https://openalex.org/W2152574560","https://openalex.org/W2165326399","https://openalex.org/W2604796233","https://openalex.org/W6635699295","https://openalex.org/W6638085146","https://openalex.org/W6682675446"],"related_works":["https://openalex.org/W629811444","https://openalex.org/W2386329201","https://openalex.org/W4206112934","https://openalex.org/W2051008800","https://openalex.org/W2376757218","https://openalex.org/W2341264206","https://openalex.org/W2348265766","https://openalex.org/W2361028108","https://openalex.org/W2224529259","https://openalex.org/W1598579619"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,90],"have":[4,56,80,91],"investigated":[5,92],"the":[6,44,86,93,123,129,136,142],"efficacy":[7],"of":[8,21,30,85,95,108,125,138],"applying":[9],"multi-objective":[10],"optimisation":[11,63,146],"to":[12,59,68,75],"Cartesian":[13],"genetic":[14],"programming":[15],"(CGP)":[16],"when":[17],"used":[18],"for":[19,132,145],"evolution":[20,117,134],"cell-array":[22,25],"configurations.":[23],"A":[24],"is":[26,128,141],"a":[27,60,76,106],"proposed":[28],"type":[29],"custom":[31],"FPGA,":[32],"where":[33],"digital":[34],"circuits":[35,73],"can":[36],"be":[37],"formed":[38],"from":[39],"interconnected":[40],"configurable":[41],"cells;":[42],"thus,":[43],"CGP":[45],"nodes":[46],"are":[47],"more":[48],"complex":[49],"than":[50],"in":[51,71,83,116],"its":[52],"standard":[53],"implementation.":[54],"We":[55,102],"described":[57,62],"modifications":[58],"previously":[61],"algorithm":[64],"that":[65,104],"has":[66],"led":[67],"significant":[69],"improvements":[70],"performance;":[72],"close":[74],"hand":[77],"designed":[78],"equivalent":[79],"been":[81],"found,":[82],"terms":[84],"optimised":[87],"objectives.":[88],"Additionally":[89],"effect":[94],"circuit":[96,126,139],"decomposition":[97,112],"techniques":[98,113],"on":[99],"evolutionary":[100],"performance.":[101],"found":[103],"using":[105],"hybrid":[107],"input":[109],"and":[110],"output":[111],"substantial":[114],"reductions":[115],"time":[118],"were":[119],"observed.":[120],"Further,":[121],"while":[122],"number":[124,137],"inputs":[127],"key":[130,143],"factor":[131,144],"functional":[133],"time,":[135],"outputs":[140],"time.":[147]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
