{"id":"https://openalex.org/W4289305969","doi":"https://doi.org/10.7287/peerj.preprints.27315v1","title":"Ecological theory provides insights about evolutionary computation","display_name":"Ecological theory provides insights about evolutionary computation","publication_year":2018,"publication_date":"2018-11-02","ids":{"openalex":"https://openalex.org/W4289305969","doi":"https://doi.org/10.7287/peerj.preprints.27315v1"},"language":"en","primary_location":{"id":"doi:10.7287/peerj.preprints.27315v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.27315v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7287/peerj.preprints.27315v1","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039490105","display_name":"Emily Dolson","orcid":"https://orcid.org/0000-0001-8616-4898"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]},{"id":"https://openalex.org/I4210111179","display_name":"Michigan United","ror":"https://ror.org/0291ys696","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111179"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emily L Dolson","raw_affiliation_strings":["BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States","Ecology, Evolutionary Biology, and Behavior program, Michigan State University, East Lansing, Michigan, United States"],"affiliations":[{"raw_affiliation_string":"BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]},{"raw_affiliation_string":"Ecology, Evolutionary Biology, and Behavior program, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004837138","display_name":"Wolfgang Banzhaf","orcid":"https://orcid.org/0000-0002-6382-3245"},"institutions":[{"id":"https://openalex.org/I4210111179","display_name":"Michigan United","ror":"https://ror.org/0291ys696","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111179"]},{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wolfgang Banzhaf","raw_affiliation_strings":["BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States"],"affiliations":[{"raw_affiliation_string":"BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026353119","display_name":"Charles Ofria","orcid":"https://orcid.org/0000-0003-2924-1732"},"institutions":[{"id":"https://openalex.org/I4210111179","display_name":"Michigan United","ror":"https://ror.org/0291ys696","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210111179"]},{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Ofria","raw_affiliation_strings":["BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States","Ecology, Evolutionary Biology, and Behavior program, Michigan State University, East Lansing, Michigan, United States"],"affiliations":[{"raw_affiliation_string":"BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]},{"raw_affiliation_string":"Ecology, Evolutionary Biology, and Behavior program, Michigan State University, East Lansing, Michigan, United States","institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039490105"],"corresponding_institution_ids":["https://openalex.org/I87216513","https://openalex.org/I4210111179"],"apc_list":null,"apc_paid":null,"fwci":0.35314015,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.71193287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9934999942779541,"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":0.9934999942779541,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9922999739646912,"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/T10174","display_name":"Animal Behavior and Reproduction","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/selection","display_name":"Selection (genetic algorithm)","score":0.6880170106887817},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5261982083320618},{"id":"https://openalex.org/keywords/ecological-systems-theory","display_name":"Ecological systems theory","score":0.49641019105911255},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.49419835209846497},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4920889735221863},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.46841827034950256},{"id":"https://openalex.org/keywords/evolutionary-dynamics","display_name":"Evolutionary dynamics","score":0.45443764328956604},{"id":"https://openalex.org/keywords/evolutionary-ecology","display_name":"Evolutionary ecology","score":0.41642487049102783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3936561048030853},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2884845435619354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24431827664375305},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.14670050144195557}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6880170106887817},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5261982083320618},{"id":"https://openalex.org/C47318914","wikidata":"https://www.wikidata.org/wiki/Q295872","display_name":"Ecological systems theory","level":2,"score":0.49641019105911255},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49419835209846497},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4920889735221863},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.46841827034950256},{"id":"https://openalex.org/C171578705","wikidata":"https://www.wikidata.org/wiki/Q5418700","display_name":"Evolutionary dynamics","level":3,"score":0.45443764328956604},{"id":"https://openalex.org/C135811302","wikidata":"https://www.wikidata.org/wiki/Q1382557","display_name":"Evolutionary ecology","level":3,"score":0.41642487049102783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3936561048030853},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2884845435619354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24431827664375305},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.14670050144195557},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7287/peerj.preprints.27315v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.27315v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.7287/peerj.preprints.27315v1","is_oa":true,"landing_page_url":"https://doi.org/10.7287/peerj.preprints.27315v1","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2911827117","https://openalex.org/W4387655716","https://openalex.org/W2765378167","https://openalex.org/W3012710975","https://openalex.org/W2996048740","https://openalex.org/W2599437293","https://openalex.org/W4241722143","https://openalex.org/W2903950631","https://openalex.org/W1966134665","https://openalex.org/W2336829999"],"abstract_inverted_index":{"Evolutionary":[0],"algorithms":[1],"often":[2],"incorporate":[3],"ecological":[4,25,65,96,115],"concepts":[5],"to":[6,49,77,98,117,144,171],"help":[7],"maintain":[8],"diverse":[9],"populations":[10],"and":[11,110,129,165,199],"drive":[12],"continued":[13],"innovation.":[14],"However,":[15],"while":[16],"there":[17],"is":[18],"strong":[19],"evidence":[20],"for":[21,57,67,90],"the":[22,34,70,88,149,153,169,200],"value":[23],"of":[24,29,73,196,202],"dynamics,":[26],"a":[27,58,92,119],"lack":[28],"overarching":[30],"theoretical":[31],"framework":[32,120,138],"renders":[33],"precise":[35],"mechanisms":[36,102],"behind":[37],"these":[38,124,157],"results":[39,190],"unclear.":[40],"These":[41,189],"gaps":[42],"in":[43,103,152],"our":[44],"understanding":[45],"make":[46],"it":[47],"challenging":[48],"predict":[50],"which":[51],"approaches":[52,158],"will":[53],"be":[54,78],"most":[55],"appropriate":[56],"given":[59],"problem.":[60],"Biologists":[61],"have":[62],"been":[63],"developing":[64],"theory":[66,97],"decades,":[68],"but":[69],"resulting":[71],"body":[72],"work":[74],"has":[75],"yet":[76],"translated":[79],"into":[80],"an":[81],"evolutionary":[82,104],"computation":[83],"context.":[84],"This":[85],"paper":[86],"lays":[87],"groundwork":[89],"such":[91],"translation":[93],"by":[94,139],"applying":[95],"three":[99],"different":[100],"selection":[101,125,180,197,204],"computation:":[105],"fitness":[106],"sharing,":[107],"lexicase":[108],"selection,":[109,194],"Eco-EA.":[111],"First,":[112],"we":[113,161,177],"use":[114],"ideas":[116],"establish":[118],"that":[121,156,179],"clarifies":[122],"how":[123,130],"schemes":[126],"are":[127],"alike":[128],"they":[131],"differ.":[132],"We":[133],"then":[134],"build":[135],"upon":[136],"this":[137],"using":[140],"metrics":[141],"from":[142],"ecology":[143],"gather":[145],"empirical":[146],"data":[147],"about":[148],"underlying":[150],"differences":[151],"population":[154,170],"dynamics":[155],"produce.":[159],"Specifically,":[160],"measure":[162],"interaction":[163],"networks":[164],"phylogenetic":[166,183],"diversity":[167,184],"within":[168],"explore":[172],"long-term":[173],"stable":[174],"coexistence.":[175],"Notably,":[176],"find":[178],"methods":[181],"affect":[182],"differently":[185],"than":[186],"phenotypic":[187],"diversity.":[188],"can":[191],"inform":[192],"parameter":[193],"choice":[195],"scheme,":[198],"development":[201],"new":[203],"schemes.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}