{"id":"https://openalex.org/W1974904868","doi":"https://doi.org/10.1145/2739482.2768472","title":"Exploiting the Relationship Between Structural Modularity and Sparsity for Faster Network Evolution","display_name":"Exploiting the Relationship Between Structural Modularity and Sparsity for Faster Network Evolution","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W1974904868","doi":"https://doi.org/10.1145/2739482.2768472","mag":"1974904868"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2768472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074668358","display_name":"Anton Bernatskiy","orcid":"https://orcid.org/0000-0002-7624-1615"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anton Bernatskiy","raw_affiliation_strings":["University of Vermont, Burlington, VT, USA","University of Vermont, #N#Burlington, VT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vermont, Burlington, VT, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"University of Vermont, #N#Burlington, VT, USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113316116","display_name":"Joshua Bongard","orcid":null},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua C. Bongard","raw_affiliation_strings":["University of Vermont, Burlington, VT, USA","University of Vermont, #N#Burlington, VT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vermont, Burlington, VT, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"University of Vermont, #N#Burlington, VT, USA","institution_ids":["https://openalex.org/I111236770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111236770"],"apc_list":null,"apc_paid":null,"fwci":0.8216,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72859716,"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":"1173","last_page":"1176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9973000288009644,"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":0.9973000288009644,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9861999750137329,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9714000225067139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.9358648061752319},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.8094840049743652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779495477676392},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5660438537597656},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5452287197113037},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.542792022228241},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5069656372070312},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.45533105731010437},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.43608561158180237},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4298505187034607},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4120980203151703},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34877723455429077},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.326997846364975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2512857913970947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22829189896583557},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19986528158187866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15180271863937378},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11343911290168762}],"concepts":[{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.9358648061752319},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.8094840049743652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779495477676392},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5660438537597656},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5452287197113037},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.542792022228241},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5069656372070312},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45533105731010437},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.43608561158180237},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4298505187034607},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4120980203151703},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34877723455429077},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.326997846364975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2512857913970947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22829189896583557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19986528158187866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15180271863937378},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11343911290168762},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2739482.2768472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2768472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G7431730188","display_name":"INSPIRE Track 1: Is Evolvability Driven By Emergent Modularity? Biomimetic robots, gene inspired information structures, and the evolvability of intelligent agents","funder_award_id":"1344227","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W120361141","https://openalex.org/W1971421925","https://openalex.org/W2000768288","https://openalex.org/W2022730625","https://openalex.org/W2083426690","https://openalex.org/W2097351860","https://openalex.org/W2111935653","https://openalex.org/W2126451342","https://openalex.org/W2126606094","https://openalex.org/W2131681506","https://openalex.org/W2320601743","https://openalex.org/W2942486090","https://openalex.org/W3090811986","https://openalex.org/W3099264534","https://openalex.org/W3099768174","https://openalex.org/W6678713382"],"related_works":["https://openalex.org/W2297768894","https://openalex.org/W2378076731","https://openalex.org/W3109014690","https://openalex.org/W2122405502","https://openalex.org/W2114254072","https://openalex.org/W2127721729","https://openalex.org/W2884798239","https://openalex.org/W1531253727","https://openalex.org/W2366669483","https://openalex.org/W2333635112"],"abstract_inverted_index":{"A":[0],"network":[1,55],"is":[2,48],"structurally":[3],"modular":[4,118],"if":[5],"it":[6],"can":[7,86],"be":[8,28],"divided":[9],"into":[10],"tightly":[11],"connected":[12,17],"groups":[13],"which":[14,34,107],"are":[15,25],"weakly":[16],"or":[18],"disconnected":[19],"from":[20],"each":[21],"other.":[22],"Such":[23],"networks":[24,42,72],"known":[26,49],"to":[27,50,116],"capable":[29],"of":[30,41,70,77,90],"fast":[31],"evolutionary":[32,45],"adaptation,":[33],"makes":[35],"modularity":[36,76,95],"a":[37,68,104],"highly":[38],"desired":[39],"property":[40],"involved":[43],"in":[44],"computation.":[46],"Modularity":[47],"correlate":[51],"positively":[52],"with":[53,67],"another":[54],"parameter,":[56],"sparsity.":[57],"Based":[58],"on":[59],"this":[60,84],"relationship,":[61],"we":[62],"hypothesize":[63],"that":[64,83],"starting":[65],"evolution":[66],"population":[69],"sparse":[71],"should":[73],"increase":[74],"the":[75,78,88,124],"evolved":[79],"networks.":[80],"We":[81],"find":[82],"technique":[85,93],"enhance":[87],"performance":[89,109],"an":[91],"existing":[92],"for":[94],"evolution,":[96],"multiobjective":[97,105],"performance-connection":[98],"cost":[99],"(P&CC)":[100],"optimization,":[101],"and":[102,110],"enable":[103],"algorithm":[106],"maximizes":[108],"minimizes":[111],"time":[112],"since":[113],"last":[114],"mutation":[115],"produce":[117],"solutions":[119],"almost":[120],"as":[121,123],"efficiently":[122],"P&CC":[125],"optimization":[126],"does.":[127]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}