{"id":"https://openalex.org/W2091641716","doi":"https://doi.org/10.1145/1068009.1068028","title":"Validation of evolutionary activity metrics for long-term evolutionary dynamics","display_name":"Validation of evolutionary activity metrics for long-term evolutionary dynamics","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2091641716","doi":"https://doi.org/10.1145/1068009.1068028","mag":"2091641716"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068028","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"article","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/A5062544587","display_name":"Andrew Stout","orcid":null},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew Stout","raw_affiliation_strings":["University of Massachusetts - Amherst, Amherst, MA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts - Amherst, Amherst, MA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044142640","display_name":"Lee Spector","orcid":"https://orcid.org/0000-0001-5299-4797"},"institutions":[{"id":"https://openalex.org/I47631775","display_name":"Hampshire College","ror":"https://ror.org/03pe1mm80","country_code":"US","type":"education","lineage":["https://openalex.org/I47631775"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee Spector","raw_affiliation_strings":["Hampshire College, Amherst, MA","Hampshire College, Amherst, MA#TAB#"],"affiliations":[{"raw_affiliation_string":"Hampshire College, Amherst, MA","institution_ids":["https://openalex.org/I47631775"]},{"raw_affiliation_string":"Hampshire College, Amherst, MA#TAB#","institution_ids":["https://openalex.org/I47631775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062544587"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":2.2745,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91475578,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9868999719619751,"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":0.9868999719619751,"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":0.9753000140190125,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9332000017166138,"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/computer-science","display_name":"Computer science","score":0.704033374786377},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.6968210935592651},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6078893542289734},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5487547516822815},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5309433937072754},{"id":"https://openalex.org/keywords/evolutionary-dynamics","display_name":"Evolutionary dynamics","score":0.5058493614196777},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.48821380734443665},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47181665897369385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4484274387359619},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.42345130443573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3884589970111847},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2192872166633606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.704033374786377},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.6968210935592651},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6078893542289734},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5487547516822815},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5309433937072754},{"id":"https://openalex.org/C171578705","wikidata":"https://www.wikidata.org/wiki/Q5418700","display_name":"Evolutionary dynamics","level":3,"score":0.5058493614196777},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.48821380734443665},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47181665897369385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4484274387359619},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.42345130443573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3884589970111847},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2192872166633606},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1068009.1068028","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.152.9817","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.152.9817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005/docs/p137.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.493.2340","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.493.2340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/rts/docs/GECCO_2005/Conference proceedings/docs/p491.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.68.3671","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.68.3671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hampshire.edu/lspector/pubs/Evolutionary_Activity.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.89.2665","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.89.2665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.umass.edu/~stout/publication_pdfs/Stout_Spector_evoact_GECCO05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.5600000023841858,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1256890642","https://openalex.org/W1507636867","https://openalex.org/W1514601905","https://openalex.org/W1539968307","https://openalex.org/W1555476426","https://openalex.org/W1578763801","https://openalex.org/W2119406157","https://openalex.org/W3121557586","https://openalex.org/W4300925890"],"related_works":["https://openalex.org/W4241263575","https://openalex.org/W2317823609","https://openalex.org/W3130462184","https://openalex.org/W2902287117","https://openalex.org/W4318256508","https://openalex.org/W2401463593","https://openalex.org/W2349808627","https://openalex.org/W2391671934","https://openalex.org/W3023500690","https://openalex.org/W4385188875"],"abstract_inverted_index":{"As":[0],"artificial":[1],"life":[2],"systems":[3,69],"grow":[4],"in":[5,79,105,135],"number":[6],"and":[7,39,142],"sophistication,":[8],"it":[9],"is":[10,132,150],"becoming":[11],"increasingly":[12],"important":[13],"that":[14,54,59,129,143],"the":[15,32,55,60,80,90,98,137,140,148],"field":[16],"agree":[17],"on":[18],"principled":[19],"metrics":[20],"for":[21],"evaluating":[22],"them.":[23],"This":[24],"report":[25],"describes":[26],"a":[27,52,85],"series":[28,86],"of":[29,87,139],"experiments":[30,88],"validating":[31],"evolutionary":[33,61,111],"activity":[34,62,112],"statistics":[35,63,91],"developed":[36],"by":[37,51,100],"Bedau":[38],"his":[40],"colleagues":[41],"[2,":[42],"3,":[43],"4].":[44],"The":[45,110],"work":[46,131],"described":[47],"herein":[48],"was":[49],"motivated":[50],"feeling":[53],"'null":[56],"hypothesis'---that":[57],"is,":[58],"fail":[64],"to":[65,92,96,120,123],"exclude":[66],"intuitively":[67,107],"unlifelike":[68,108],"from":[70],"Class":[71,102],"3":[72,103],"dynamics":[73,104],"[3]---had":[74],"not":[75,146],"been":[76],"sufficiently":[77],"disproved":[78],"existing":[81],"literature.":[82],"We":[83],"conducted":[84],"applying":[89],"such":[93],"systems,":[94],"attempting":[95],"'break'":[97],"scheme":[99,114,149],"measuring":[101],"an":[106],"system.":[109],"measurement":[113],"has":[115],"so":[116],"far":[117],"proved":[118],"robust":[119],"our":[121],"attempts":[122],"break":[124],"it,":[125],"but":[126],"we":[127],"believe":[128],"this":[130,144],"still":[133],"valuable":[134],"advancing":[136],"validity":[138],"scheme,":[141],"does":[145],"mean":[147],"without":[151],"shortcomings.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
