{"id":"https://openalex.org/W4285805350","doi":"https://doi.org/10.1145/3520304.3529032","title":"Evolving parsimonious circuits through shapley value-based genetic programming","display_name":"Evolving parsimonious circuits through shapley value-based genetic programming","publication_year":2022,"publication_date":"2022-07-09","ids":{"openalex":"https://openalex.org/W4285805350","doi":"https://doi.org/10.1145/3520304.3529032"},"language":"en","primary_location":{"id":"doi:10.1145/3520304.3529032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520304.3529032","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/0197d2d6-efcd-44bf-b556-cf373cbbec3a","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085049319","display_name":"Xinming Shi","orcid":"https://orcid.org/0000-0002-2053-6924"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Xinming Shi","raw_affiliation_strings":["University of Birmingham, UK and Southern University of Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, UK and Southern University of Science and Technology, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016887525","display_name":"Jiashi Gao","orcid":"https://orcid.org/0000-0003-3224-2402"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiashi Gao","raw_affiliation_strings":["Southern University of Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064089961","display_name":"Leandro L. Minku","orcid":"https://orcid.org/0000-0002-2639-0671"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leandro L. Minku","raw_affiliation_strings":["University of Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["University of Birmingham, UK and Southern University of Science and Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, UK and Southern University of Science and Technology, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"602","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9902999997138977,"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":0.9839000105857849,"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/genetic-programming","display_name":"Genetic programming","score":0.7229833602905273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6923442482948303},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6517233848571777},{"id":"https://openalex.org/keywords/shapley-value","display_name":"Shapley value","score":0.5915501713752747},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5881750583648682},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5007905960083008},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4576115012168884},{"id":"https://openalex.org/keywords/analogue-electronics","display_name":"Analogue electronics","score":0.44113031029701233},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4088475704193115},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3493315577507019},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21052271127700806},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20826557278633118},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.1088816225528717},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08825898170471191}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7229833602905273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923442482948303},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6517233848571777},{"id":"https://openalex.org/C199022921","wikidata":"https://www.wikidata.org/wiki/Q240046","display_name":"Shapley value","level":3,"score":0.5915501713752747},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5881750583648682},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5007905960083008},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4576115012168884},{"id":"https://openalex.org/C29074008","wikidata":"https://www.wikidata.org/wiki/Q174925","display_name":"Analogue electronics","level":3,"score":0.44113031029701233},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4088475704193115},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3493315577507019},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21052271127700806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20826557278633118},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.1088816225528717},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08825898170471191},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3520304.3529032","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520304.3529032","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/0197d2d6-efcd-44bf-b556-cf373cbbec3a","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/0197d2d6-efcd-44bf-b556-cf373cbbec3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/0197d2d6-efcd-44bf-b556-cf373cbbec3a","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/0197d2d6-efcd-44bf-b556-cf373cbbec3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1964239621","https://openalex.org/W2011698647","https://openalex.org/W2108732866","https://openalex.org/W2138758959","https://openalex.org/W2762451977","https://openalex.org/W4233311511"],"related_works":["https://openalex.org/W4249226508","https://openalex.org/W2380202880","https://openalex.org/W4233790924","https://openalex.org/W4256656994","https://openalex.org/W3126099358","https://openalex.org/W2169227624","https://openalex.org/W1964562120","https://openalex.org/W3147268231","https://openalex.org/W1750845299","https://openalex.org/W2375192119"],"abstract_inverted_index":{"Evolutionary":[0],"analog":[1,116],"circuit":[2,17,88],"design":[3],"is":[4,39,112],"a":[5,67],"challenging":[6],"task":[7],"due":[8],"to":[9,33,41,90,97,114],"the":[10,16,42,53,59,80,87,91,94,99,109],"large":[11],"search":[12],"space":[13],"incurred":[14],"by":[15],"topology":[18],"and":[19,44,56],"device":[20],"values.":[21],"Applying":[22],"genetic":[23],"operators":[24],"on":[25,58,104],"randomly":[26],"selected":[27],"genes":[28],"may":[29],"make":[30],"it":[31],"difficult":[32],"identify":[34],"which":[35],"part":[36],"of":[37,52,82,86,93],"sub-circuit":[38],"beneficial":[40],"evolution":[43],"even":[45],"destroy":[46],"useful":[47],"sub-circuits,":[48],"potentially":[49],"incurring":[50],"stagnation":[51],"evolutionary":[54,100],"process":[55],"bloat":[57],"evolved":[60],"circuits.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"propose":[66],"tree-based":[68],"approach":[69,111],"called":[70],"Shapley":[71,76],"Circuit":[72],"Tree":[73],"that":[74,108],"incorporates":[75],"values":[77],"for":[78],"quantifying":[79],"contribution":[81],"each":[83],"function":[84],"node":[85],"tree":[89],"performance":[92],"whole":[95],"tree,":[96],"guide":[98],"process.":[101],"Our":[102],"experiments":[103],"three":[105],"benchmarks":[106],"show":[107],"proposed":[110],"able":[113],"evolve":[115],"circuits":[117],"with":[118],"smaller":[119],"area":[120],"while":[121],"converging":[122],"faster":[123],"than":[124],"existing":[125],"approaches.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
