{"id":"https://openalex.org/W2474645015","doi":"https://doi.org/10.1145/2908812.2908818","title":"Communities of Local Optima as Funnels in Fitness Landscapes","display_name":"Communities of Local Optima as Funnels in Fitness Landscapes","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2474645015","doi":"https://doi.org/10.1145/2908812.2908818","mag":"2474645015"},"language":"en","primary_location":{"id":"doi:10.1145/2908812.2908818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","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/A5026875446","display_name":"Sebastian Herrmann","orcid":"https://orcid.org/0000-0001-5154-2318"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Herrmann","raw_affiliation_strings":["Johannes Gutenberg-Universit\u00e4t, Mainz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg-Universit\u00e4t, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090624529","display_name":"Gabriela Ochoa","orcid":"https://orcid.org/0000-0001-7649-5669"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gabriela Ochoa","raw_affiliation_strings":["University of Stirling, Mainz, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stirling, Mainz, United Kingdom","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035443886","display_name":"Franz Rothlauf","orcid":"https://orcid.org/0000-0003-3376-427X"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franz Rothlauf","raw_affiliation_strings":["Johannes Gutenberg-Universit\u00e4t, Mainz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg-Universit\u00e4t, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":19.8049,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.99123905,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9980000257492065,"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.9074332118034363},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.8029087781906128},{"id":"https://openalex.org/keywords/iterated-local-search","display_name":"Iterated local search","score":0.6857320070266724},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.620468020439148},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5466691255569458},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5290436148643494},{"id":"https://openalex.org/keywords/funnel","display_name":"Funnel","score":0.5264047980308533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5254045128822327},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.415483295917511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.348893404006958},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27426064014434814},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26381105184555054},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1234346330165863},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.09167876839637756},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07861477136611938}],"concepts":[{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.9074332118034363},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.8029087781906128},{"id":"https://openalex.org/C124145224","wikidata":"https://www.wikidata.org/wiki/Q6094397","display_name":"Iterated local search","level":3,"score":0.6857320070266724},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.620468020439148},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5466691255569458},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5290436148643494},{"id":"https://openalex.org/C17435862","wikidata":"https://www.wikidata.org/wiki/Q29957","display_name":"Funnel","level":2,"score":0.5264047980308533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5254045128822327},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.415483295917511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.348893404006958},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27426064014434814},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26381105184555054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1234346330165863},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.09167876839637756},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07861477136611938},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2908812.2908818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.stir.ac.uk:1893/25618","is_oa":false,"landing_page_url":"http://hdl.handle.net/1893/25618","pdf_url":null,"source":{"id":"https://openalex.org/S4306400268","display_name":"Stirling Online Research Repository (University of Stirling)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12093191","host_organization_name":"University of Stirling","host_organization_lineage":["https://openalex.org/I12093191"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G6794522244","display_name":null,"funder_award_id":"EP/J017515/1","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":37,"referenced_works":["https://openalex.org/W187492979","https://openalex.org/W1411006099","https://openalex.org/W1942910215","https://openalex.org/W1967607711","https://openalex.org/W1969857637","https://openalex.org/W1972278817","https://openalex.org/W1997676547","https://openalex.org/W2003118470","https://openalex.org/W2014875556","https://openalex.org/W2024956277","https://openalex.org/W2032431794","https://openalex.org/W2039906176","https://openalex.org/W2042986967","https://openalex.org/W2055539562","https://openalex.org/W2056944867","https://openalex.org/W2059092337","https://openalex.org/W2070722739","https://openalex.org/W2084792706","https://openalex.org/W2093830031","https://openalex.org/W2095012686","https://openalex.org/W2095293504","https://openalex.org/W2095314857","https://openalex.org/W2121564430","https://openalex.org/W2127048411","https://openalex.org/W2127387319","https://openalex.org/W2140425706","https://openalex.org/W2151936673","https://openalex.org/W2161032864","https://openalex.org/W2305224893","https://openalex.org/W2307604735","https://openalex.org/W2390981491","https://openalex.org/W2395511881","https://openalex.org/W3121748795","https://openalex.org/W3141829038","https://openalex.org/W4213134349","https://openalex.org/W6668123735","https://openalex.org/W6679023746"],"related_works":["https://openalex.org/W2887485518","https://openalex.org/W2168643276","https://openalex.org/W94819244","https://openalex.org/W3174749984","https://openalex.org/W2143668930","https://openalex.org/W2000755558","https://openalex.org/W3122547586","https://openalex.org/W2100919175","https://openalex.org/W3124491050","https://openalex.org/W2783131004"],"abstract_inverted_index":{"We":[0,97],"conduct":[1],"an":[2],"analysis":[3],"of":[4,12,40,72,79,95,118],"local":[5,19,31,64,106],"optima":[6,32,107],"networks":[7,108],"extracted":[8],"from":[9],"fitness":[10,119],"landscapes":[11,38,52],"the":[13,22,30,37,49,70,77,80,84,92,115],"Kauffman":[14],"NK":[15],"model":[16],"under":[17],"iterated":[18,63],"search.":[20,65],"Applying":[21],"Markov":[23],"Cluster":[24],"Algorithm":[25],"for":[26,62],"community":[27,103],"detection":[28,104],"to":[29,91,113],"networks,":[33],"we":[34],"find":[35],"that":[36,51,69,99],"consist":[39],"multiple":[41,56],"clusters.":[42],"This":[43],"result":[44],"complements":[45],"recent":[46],"findings":[47],"in":[48,82,105],"literature":[50],"often":[53],"decompose":[54],"into":[55],"funnels,":[57],"which":[58,83],"increases":[59],"their":[60],"difficulty":[61,94],"Our":[66],"results":[67],"suggest":[68],"number":[71],"clusters":[73,100],"as":[74,76],"well":[75],"size":[78],"cluster":[81],"global":[85],"optimum":[86],"is":[87],"located":[88],"are":[89],"correlated":[90],"search":[93],"landscapes.":[96,120],"conclude":[98],"found":[101],"by":[102],"offer":[109],"a":[110],"new":[111],"way":[112],"characterize":[114],"multi-funnel":[116],"structure":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
