{"id":"https://openalex.org/W2050428940","doi":"https://doi.org/10.1145/2739482.2764637","title":"Using Novelty-Biased GA to Sample Diversity in Graphs Satisfying Constraints","display_name":"Using Novelty-Biased GA to Sample Diversity in Graphs Satisfying Constraints","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2050428940","doi":"https://doi.org/10.1145/2739482.2764637","mag":"2050428940"},"language":"en","primary_location":{"id":"doi:10.1145/2739482.2764637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2764637","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1503.06342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028317207","display_name":"Peter Overbury","orcid":null},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Peter Overbury","raw_affiliation_strings":["University of Sussex, Falmer, United Kingdom","University of Sussex, Falmer, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Sussex, Falmer, United Kingdom","institution_ids":["https://openalex.org/I162608824"]},{"raw_affiliation_string":"University of Sussex, Falmer, United Kingdom#TAB#","institution_ids":["https://openalex.org/I162608824"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070655016","display_name":"Luc Berthouze","orcid":"https://orcid.org/0000-0003-3774-2369"},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Luc Berthouze","raw_affiliation_strings":["University of Sussex, Falmer, United Kingdom","University of Sussex, Falmer, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Sussex, Falmer, United Kingdom","institution_ids":["https://openalex.org/I162608824"]},{"raw_affiliation_string":"University of Sussex, Falmer, United Kingdom#TAB#","institution_ids":["https://openalex.org/I162608824"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028317207"],"corresponding_institution_ids":["https://openalex.org/I162608824"],"apc_list":null,"apc_paid":null,"fwci":0.2405,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57295918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1445","last_page":"1446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7890676856040955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.685791015625},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5586543083190918},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5563628673553467},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5540397763252258},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4485340714454651},{"id":"https://openalex.org/keywords/proof-of-concept","display_name":"Proof of concept","score":0.4479430019855499}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7890676856040955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685791015625},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5586543083190918},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5563628673553467},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5540397763252258},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4485340714454651},{"id":"https://openalex.org/C124978682","wikidata":"https://www.wikidata.org/wiki/Q1201019","display_name":"Proof of concept","level":2,"score":0.4479430019855499},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2739482.2764637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2739482.2764637","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"},{"id":"pmh:oai:arXiv.org:1503.06342","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.06342","pdf_url":"https://arxiv.org/pdf/1503.06342","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2050428940","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1503.06342","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:figshare.com:article/23428427","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Using_novelty-biased_GA_to_sample_diversity_in_graphs_satisfying_constraints/23428427","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Text"},{"id":"doi:10.48550/arxiv.1503.06342","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1503.06342","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1503.06342","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1503.06342","pdf_url":"https://arxiv.org/pdf/1503.06342","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1875112053","https://openalex.org/W1968535060","https://openalex.org/W1992797912","https://openalex.org/W2002185586","https://openalex.org/W2012041274","https://openalex.org/W2041922477","https://openalex.org/W2070722739","https://openalex.org/W2098392363","https://openalex.org/W2104501034","https://openalex.org/W2106334424","https://openalex.org/W2136848732","https://openalex.org/W2140066605","https://openalex.org/W2144140472","https://openalex.org/W2146693559","https://openalex.org/W2154022540","https://openalex.org/W2167822639","https://openalex.org/W2963358959","https://openalex.org/W3106311744"],"related_works":["https://openalex.org/W1568395653","https://openalex.org/W2404429827","https://openalex.org/W2550223322","https://openalex.org/W2904210267","https://openalex.org/W2953161186","https://openalex.org/W2951331764","https://openalex.org/W2615460211","https://openalex.org/W2893521538","https://openalex.org/W2058085393","https://openalex.org/W2926417365","https://openalex.org/W2608642409","https://openalex.org/W3186927324","https://openalex.org/W2774802772","https://openalex.org/W2148218781","https://openalex.org/W3107952835","https://openalex.org/W2402664818","https://openalex.org/W3100115376","https://openalex.org/W656479864","https://openalex.org/W3091498143","https://openalex.org/W109854883"],"abstract_inverted_index":{"Generating":[0],"networks":[1,26,43],"that":[2,87],"satisfy":[3],"a":[4,65,71],"given":[5],"set":[6,99],"of":[7,54,64,85,101],"constraints":[8],"can":[9],"be":[10],"very":[11,22,30],"challenging,":[12],"especially":[13],"when":[14],"the":[15,25,52,62,82],"metrics":[16],"being":[17],"controlled":[18],"for":[19],"are":[20],"not":[21],"prescriptive":[23],"and":[24,44,107],"could":[27],"potentially":[28],"exhibit":[29],"different":[31],"higher-order":[32],"structure":[33],"within":[34,116],"those":[35],"constraints.":[36,118],"Network-generating":[37],"algorithms":[38],"typically":[39],"produce":[40],"fairly":[41],"contrived":[42],"lack":[45],"mechanisms":[46],"by":[47],"which":[48],"to":[49,69,74,92,95,112],"systematically":[50],"sample":[51],"space":[53],"network":[55],"solutions.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"explore":[61],"potential":[63],"multi-objective":[66],"novelty-biased":[67],"GA":[68],"provide":[70,81],"viable":[72],"alternative":[73],"these":[75,117],"algorithms.":[76],"We":[77],"believe":[78],"our":[79],"results":[80],"first":[83],"proof":[84],"principle":[86],"(i)":[88],"it":[89,109],"is":[90,110],"possible":[91,111],"use":[93],"GAs":[94],"generate":[96,113],"graphs":[97],"satisfying":[98],"levels":[100],"key":[102],"classical":[103],"graph":[104],"theoretic":[105],"properties":[106],"(ii)":[108],"diverse":[114],"solutions":[115]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}