{"id":"https://openalex.org/W4391912927","doi":"https://doi.org/10.1145/3583131.3590472","title":"Biological insights on grammar-structured mutations improve fitness and diversity","display_name":"Biological insights on grammar-structured mutations improve fitness and diversity","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4391912927","doi":"https://doi.org/10.1145/3583131.3590472"},"language":"en","primary_location":{"id":"doi:10.1145/3583131.3590472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590472","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3583131.3590472","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058898943","display_name":"Stefano Tiso","orcid":"https://orcid.org/0000-0002-7735-8428"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stefano Tiso","raw_affiliation_strings":["MARM lab, University of Groningen, Groningen, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7735-8428","affiliations":[{"raw_affiliation_string":"MARM lab, University of Groningen, Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058749114","display_name":"Pedro Carvalho","orcid":"https://orcid.org/0000-0003-3845-4617"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Carvalho","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3845-4617","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090202770","display_name":"Nuno Louren\u00e7o","orcid":"https://orcid.org/0000-0002-2154-0642"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Louren\u00e7o","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2154-0642","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035863026","display_name":"Penousal Machado","orcid":"https://orcid.org/0000-0002-6308-6484"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Penousal Machado","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-6308-6484","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"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":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"558","last_page":"567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},"topics":[{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9970999956130981,"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/T10434","display_name":"Chromosomal and Genetic Variations","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6694275140762329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5935195684432983},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5869275331497192},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4132331907749176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3527439832687378},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2509165406227112},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09384903311729431}],"concepts":[{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6694275140762329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5935195684432983},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5869275331497192},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4132331907749176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3527439832687378},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2509165406227112},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09384903311729431},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3583131.3590472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590472","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/8c6f1f0e-4c0f-40c8-a205-13d07ae3d16c","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/8c6f1f0e-4c0f-40c8-a205-13d07ae3d16c","pdf_url":"https://research.rug.nl/files/923594667/3583131.3590472.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tiso, S, Carvalho, P, Louren\u00e7o, N & Machado, P 2023, Biological insights on grammar-structured mutations improve fitness and diversity. in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, ACM Press Digital Library, pp. 558-567, 2023 Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, 15/07/2023. https://doi.org/10.1145/3583131.3590472","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.rug.nl:publications/8c6f1f0e-4c0f-40c8-a205-13d07ae3d16c","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/8c6f1f0e-4c0f-40c8-a205-13d07ae3d16c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tiso, S, Carvalho, P, Louren\u00e7o, N & Machado, P 2023, Biological insights on grammar-structured mutations improve fitness and diversity. in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, ACM Press Digital Library, pp. 558-567, 2023 Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, 15/07/2023. https://doi.org/10.1145/3583131.3590472","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3583131.3590472","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583131.3590472","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1167214205","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G1516346500","display_name":null,"funder_award_id":"01-0145","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G1578237752","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G1763632427","display_name":null,"funder_award_id":"POCI-01-0145","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G274581676","display_name":null,"funder_award_id":"POCI-01","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2830245260","display_name":"Not available","funder_award_id":"UI/BD/151053/2021","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G323769159","display_name":null,"funder_award_id":"PORTUGAL 2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3838636553","display_name":null,"funder_award_id":"-01-0247-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4455079242","display_name":null,"funder_award_id":"POCI-01-","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4811366021","display_name":null,"funder_award_id":"00326","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5224927334","display_name":null,"funder_award_id":"POCI-01-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G748906536","display_name":null,"funder_award_id":"CENTRO-01-0247-FEDER-047083","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7974842525","display_name":null,"funder_award_id":"UID/CEC/00326/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8564714056","display_name":null,"funder_award_id":"POCI-01-0145-FEDER-029297","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8740592064","display_name":null,"funder_award_id":"POCI-01-0145-FEDER-029297","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8862270368","display_name":null,"funder_award_id":"POCI-01-0145-FEDER","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8884816653","display_name":null,"funder_award_id":"POCI-01-0145-FEDER","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320320933","display_name":"Rijksuniversiteit Groningen","ror":"https://ror.org/012p63287"},{"id":"https://openalex.org/F4320328378","display_name":"Ministerio de Medio Ambiente y Medio Rural y Marino","ror":null},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1496580371","https://openalex.org/W1522783789","https://openalex.org/W1586728173","https://openalex.org/W1839972279","https://openalex.org/W1967837099","https://openalex.org/W1983770999","https://openalex.org/W1986497280","https://openalex.org/W1991122559","https://openalex.org/W1996074517","https://openalex.org/W1998086203","https://openalex.org/W2012354488","https://openalex.org/W2032944354","https://openalex.org/W2037380487","https://openalex.org/W2040492000","https://openalex.org/W2062340389","https://openalex.org/W2064000821","https://openalex.org/W2085755265","https://openalex.org/W2108726522","https://openalex.org/W2112128513","https://openalex.org/W2117681000","https://openalex.org/W2122341732","https://openalex.org/W2134735802","https://openalex.org/W2136190306","https://openalex.org/W2142879643","https://openalex.org/W2147677686","https://openalex.org/W2151233592","https://openalex.org/W2216829287","https://openalex.org/W2345471055","https://openalex.org/W2750384547","https://openalex.org/W2884105770","https://openalex.org/W2945706984","https://openalex.org/W2955616331","https://openalex.org/W2979092933","https://openalex.org/W2998993395","https://openalex.org/W2999141011","https://openalex.org/W3203864068","https://openalex.org/W4205790736","https://openalex.org/W4207021716","https://openalex.org/W4247067162","https://openalex.org/W4300870773"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Grammar-Guided":[0],"Genetic":[1],"Programming":[2],"(GGGP)":[3],"employs":[4],"a":[5,17,38,71,96,118],"variety":[6],"of":[7,52,59,64,83,104,130,155],"concepts":[8],"from":[9,22],"evolutionary":[10,23,160],"theory":[11,51],"to":[12,27,100,176],"autonomously":[13],"design":[14],"solutions":[15,131,144],"for":[16,68,80],"given":[18],"task.":[19],"Recent":[20],"insights":[21],"biology":[24],"can":[25],"lead":[26],"further":[28],"improvements":[29,113],"in":[30,74,114,158,190],"GGGP":[31,193],"algorithms.":[32],"In":[33],"this":[34,187],"paper,":[35],"we":[36],"propose":[37],"new":[39],"mutation":[40,98],"approach":[41,99,172,188],"called":[42],"Facilitated":[43,53],"Mutation":[44],"(FM)":[45],"that":[46,109],"is":[47,168,173],"based":[48],"on":[49,61,146],"the":[50,57,62,81,102,105,127,153,171],"Variation.":[54],"We":[55,86,107],"evaluate":[56],"performance":[58],"FM":[60,88,90,149],"evolution":[63],"neural":[65],"network":[66],"optimizers":[67],"image":[69],"classification,":[70],"relevant":[72],"task":[73],"Evolutionary":[75],"Computation,":[76],"with":[77,92],"important":[78],"implications":[79],"field":[82],"Machine":[84],"Learning.":[85],"compare":[87],"and":[89,136,150,170],"combined":[91],"crossover":[93],"(FMX)":[94],"against":[95],"typical":[97],"assess":[101],"benefits":[103],"approach.":[106],"find":[108],"FMX":[110,151],"provides":[111],"statistical":[112],"key":[115],"metrics,":[116],"creating":[117],"superior":[119],"optimizer":[120],"overall":[121],"(+0.5%":[122],"average":[123,128,133],"test":[124],"accuracy),":[125],"improving":[126],"quality":[129],"(+53%":[132],"population":[134],"fitness),":[135],"discovering":[137],"more":[138],"diverse":[139],"high-quality":[140,143],"behaviors":[141],"(+523":[142],"discovered":[145],"average).":[147],"Additionally,":[148],"reduce":[152],"number":[154],"fitness":[156],"evaluations":[157],"an":[159],"run,":[161],"reducing":[162],"computational":[163],"costs.":[164],"FM's":[165],"implementation":[166],"cost":[167],"minimal":[169],"theoretically":[174],"applicable":[175,189],"any":[177],"algorithm":[178],"where":[179],"genes":[180],"are":[181],"associated":[182],"witha":[183],"grammar":[184],"non-terminal,":[185],"making":[186],"many":[191],"existing":[192],"systems.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}