{"id":"https://openalex.org/W2558934170","doi":"https://doi.org/10.1109/cec.2016.7743861","title":"An empirical study of the co-evolution of utility and predictive ability","display_name":"An empirical study of the co-evolution of utility and predictive ability","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558934170","doi":"https://doi.org/10.1109/cec.2016.7743861","mag":"2558934170"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7743861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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/A5059657954","display_name":"Kevin B. Korb","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kevin B. Korb","raw_affiliation_strings":["Clayton School of Information Technology, Monash University Clayton, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039513775","display_name":"Lachlan Brumley","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lachlan Brumley","raw_affiliation_strings":["Clayton School of Information Technology, Monash University Clayton, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042926301","display_name":"Carlo Kopp","orcid":"https://orcid.org/0000-0003-0742-3383"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Carlo Kopp","raw_affiliation_strings":["Clayton School of Information Technology, Monash University Clayton, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clayton School of Information Technology, Monash University Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14494096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"703","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9966999888420105,"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/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5942533016204834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5538816452026367},{"id":"https://openalex.org/keywords/evolutionary-economics","display_name":"Evolutionary economics","score":0.5319530963897705},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5283687114715576},{"id":"https://openalex.org/keywords/evolutionary-psychology","display_name":"Evolutionary psychology","score":0.5191789865493774},{"id":"https://openalex.org/keywords/evolutionary-theory","display_name":"Evolutionary theory","score":0.4886811077594757},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.475197434425354},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.42189696431159973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4012152850627899},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.2938730716705322},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24123114347457886},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13284960389137268},{"id":"https://openalex.org/keywords/neoclassical-economics","display_name":"Neoclassical economics","score":0.09474828839302063},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08603394031524658}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5942533016204834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5538816452026367},{"id":"https://openalex.org/C154848440","wikidata":"https://www.wikidata.org/wiki/Q1382559","display_name":"Evolutionary economics","level":2,"score":0.5319530963897705},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5283687114715576},{"id":"https://openalex.org/C92150231","wikidata":"https://www.wikidata.org/wiki/Q219695","display_name":"Evolutionary psychology","level":2,"score":0.5191789865493774},{"id":"https://openalex.org/C2989147100","wikidata":"https://www.wikidata.org/wiki/Q1063","display_name":"Evolutionary theory","level":2,"score":0.4886811077594757},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.475197434425354},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.42189696431159973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4012152850627899},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2938730716705322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24123114347457886},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13284960389137268},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.09474828839302063},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08603394031524658},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2016.7743861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W127422594","https://openalex.org/W158727920","https://openalex.org/W399390237","https://openalex.org/W644873976","https://openalex.org/W1549722085","https://openalex.org/W1597217152","https://openalex.org/W2068152583","https://openalex.org/W2071500925","https://openalex.org/W2122410182","https://openalex.org/W2167905583","https://openalex.org/W2485202220","https://openalex.org/W2734599765","https://openalex.org/W3021909058","https://openalex.org/W3121688937","https://openalex.org/W3122539908","https://openalex.org/W3124656234","https://openalex.org/W4242417737","https://openalex.org/W4292157289","https://openalex.org/W6605247177","https://openalex.org/W6613699387","https://openalex.org/W6684935223"],"related_works":["https://openalex.org/W1528550519","https://openalex.org/W2910527898","https://openalex.org/W2358389285","https://openalex.org/W2525450153","https://openalex.org/W2014889072","https://openalex.org/W2386488386","https://openalex.org/W4250653393","https://openalex.org/W2074948766","https://openalex.org/W1595856596","https://openalex.org/W1905859018"],"abstract_inverted_index":{"The":[0,15],"evolution":[1,13,65,82,91],"of":[2,19,46,66,83,92],"cognition":[3,84],"is":[4],"a":[5,52,58,87],"relatively":[6],"under-explored":[7],"issue":[8],"in":[9,22,28,63,80],"cognitive":[10],"science":[11],"and":[12,17,42,102],"theory.":[14],"development":[16],"influence":[18],"evolutionary":[20,47,75,96],"psychology":[21],"recent":[23],"decades":[24],"has":[25],"stimulated":[26],"interest":[27],"it":[29],"just":[30],"recently,":[31],"but":[32],"the":[33,43,64,81,90],"methods":[34],"applied":[35],"largely":[36],"remain":[37],"bound":[38],"to":[39,56],"ethological":[40],"observation":[41],"theory-based":[44],"use":[45],"principles.":[48],"Here":[49],"we":[50,71],"illustrate":[51],"new":[53],"empirical":[54],"approach":[55],"answering":[57,86],"particular":[59],"question":[60,88],"that":[61],"arises":[62],"decision":[67],"making.":[68],"In":[69],"particular,":[70],"show":[72],"how":[73,99],"agent-based":[74],"simulation":[76],"can":[77],"answer":[78],"questions":[79],"by":[85,95],"about":[89],"utility":[93],"raised":[94],"economics,":[97],"namely":[98],"do":[100],"utilities":[101],"prediction":[103],"co-evolve?":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
