{"id":"https://openalex.org/W3191147192","doi":"https://doi.org/10.1007/s10710-023-09448-0","title":"Matchmaker, matchmaker, make me a match: geometric, variational, and evolutionary implications of criteria for tag affinity","display_name":"Matchmaker, matchmaker, make me a match: geometric, variational, and evolutionary implications of criteria for tag affinity","publication_year":2023,"publication_date":"2023-03-24","ids":{"openalex":"https://openalex.org/W3191147192","doi":"https://doi.org/10.1007/s10710-023-09448-0","mag":"3191147192"},"language":"en","primary_location":{"id":"doi:10.1007/s10710-023-09448-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10710-023-09448-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10710-023-09448-0.pdf","source":{"id":"https://openalex.org/S47930974","display_name":"Genetic Programming and Evolvable Machines","issn_l":"1389-2576","issn":["1389-2576","1573-7632"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic Programming and Evolvable Machines","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10710-023-09448-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041111645","display_name":"Matthew Andres Moreno","orcid":"https://orcid.org/0000-0003-4726-4479"},"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"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew Andres Moreno","raw_affiliation_strings":["BEACON Center for the Study of Evolution in Action Department of Computer Science and Engineering Program in Ecology, Evolutionary Biology, and Behavior, Michigan State University, East Lansing, MI, USA"],"raw_orcid":"https://orcid.org/0000-0003-4726-4479","affiliations":[{"raw_affiliation_string":"BEACON Center for the Study of Evolution in Action Department of Computer Science and Engineering Program in Ecology, Evolutionary Biology, and Behavior, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008242968","display_name":"Alexander Lalejini","orcid":"https://orcid.org/0000-0003-0994-2718"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Lalejini","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"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/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 Department of Computer Science and Engineering Program in Ecology, Evolutionary Biology, and Behavior, Michigan State University, East Lansing, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BEACON Center for the Study of Evolution in Action Department of Computer Science and Engineering Program in Ecology, Evolutionary Biology, and Behavior, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041111645"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.1627,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51050213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"24","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11764","display_name":"Evolution and Genetic Dynamics","score":0.998199999332428,"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":0.9764999747276306,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7773894667625427},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.752322793006897},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6744875907897949},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6134586334228516},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5540197491645813},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5365567207336426},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5063472986221313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4848952889442444},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.4491066634654999},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4408789873123169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3340613842010498},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32808107137680054},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14186343550682068},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05389249324798584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773894667625427},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.752322793006897},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6744875907897949},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6134586334228516},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5540197491645813},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5365567207336426},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5063472986221313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4848952889442444},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.4491066634654999},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4408789873123169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3340613842010498},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32808107137680054},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14186343550682068},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05389249324798584},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10710-023-09448-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10710-023-09448-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10710-023-09448-0.pdf","source":{"id":"https://openalex.org/S47930974","display_name":"Genetic Programming and Evolvable Machines","issn_l":"1389-2576","issn":["1389-2576","1573-7632"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic Programming and Evolvable Machines","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2108.04507","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.04507","pdf_url":"https://arxiv.org/pdf/2108.04507","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"}],"best_oa_location":{"id":"doi:10.1007/s10710-023-09448-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10710-023-09448-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10710-023-09448-0.pdf","source":{"id":"https://openalex.org/S47930974","display_name":"Genetic Programming and Evolvable Machines","issn_l":"1389-2576","issn":["1389-2576","1573-7632"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Genetic Programming and Evolvable Machines","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G1398279541","display_name":null,"funder_award_id":"0939454","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3359883775","display_name":null,"funder_award_id":"DGE-1424871","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4526404161","display_name":null,"funder_award_id":"1424871","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7531921253","display_name":null,"funder_award_id":"-0939454","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8861640048","display_name":null,"funder_award_id":"DEB-1655715","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310016","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993"},{"id":"https://openalex.org/F4320332431","display_name":"College of Engineering, Michigan State University","ror":"https://ror.org/05hs6h993"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3191147192.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W104630046","https://openalex.org/W1497734866","https://openalex.org/W1516033625","https://openalex.org/W1577507334","https://openalex.org/W1639305476","https://openalex.org/W1659842140","https://openalex.org/W1967309585","https://openalex.org/W1978135292","https://openalex.org/W1980073965","https://openalex.org/W2006788765","https://openalex.org/W2012017253","https://openalex.org/W2029874061","https://openalex.org/W2030302988","https://openalex.org/W2031616997","https://openalex.org/W2034435325","https://openalex.org/W2059096541","https://openalex.org/W2099009449","https://openalex.org/W2120654202","https://openalex.org/W2135123683","https://openalex.org/W2138183589","https://openalex.org/W2145600675","https://openalex.org/W2146272590","https://openalex.org/W2147276070","https://openalex.org/W2147620981","https://openalex.org/W2148405561","https://openalex.org/W2161542506","https://openalex.org/W2176907573","https://openalex.org/W2333310328","https://openalex.org/W2342204193","https://openalex.org/W2434731017","https://openalex.org/W2484875298","https://openalex.org/W2604448873","https://openalex.org/W2797123983","https://openalex.org/W2892418678","https://openalex.org/W2910434027","https://openalex.org/W2962253150","https://openalex.org/W3098500079","https://openalex.org/W3180929434","https://openalex.org/W3181540240","https://openalex.org/W3217192268","https://openalex.org/W4229487902","https://openalex.org/W4230362219","https://openalex.org/W4240587230","https://openalex.org/W4245754806","https://openalex.org/W4285805296","https://openalex.org/W6630460559"],"related_works":["https://openalex.org/W2091246427","https://openalex.org/W1556450089","https://openalex.org/W2119344300","https://openalex.org/W2946714837","https://openalex.org/W2161032560","https://openalex.org/W3128775364","https://openalex.org/W2149812765","https://openalex.org/W1976402472","https://openalex.org/W2373679804","https://openalex.org/W1984950191"],"abstract_inverted_index":{"Abstract":[0],"Genetic":[1],"programming":[2,95],"and":[3,48,67,79,96,108],"artificial":[4,97],"life":[5,98],"systems":[6,122],"commonly":[7],"use":[8],"tag":[9,91],"matching":[10,92],"to":[11,23,45],"decide":[12],"interactions":[13],"between":[14,26,40],"system":[15],"components.":[16],"However,":[17],"the":[18,62,68,76,118],"implications":[19],"of":[20,64,70,75,82,90,120],"criteria":[21,42,59,84,104],"used":[22],"determine":[24],"affinity":[25],"tags":[27],"with":[28,43],"respect":[29,44],"evolutionary":[30,80,109],"dynamics":[31],"have":[32],"not":[33],"been":[34],"directly":[35],"studied.":[36],"We":[37],"investigate":[38],"differences":[39],"tag-matching":[41,58,83,103,121],"geometric":[46],"constraint":[47],"variation":[49],"generated":[50],"under":[51],"mutation.":[52],"In":[53],"experiments,":[54],"we":[55],"find":[56],"that":[57,102],"can":[60],"influence":[61,105],"rate":[63],"adaptive":[65],"evolution":[66],"quality":[69],"evolved":[71],"solutions.":[72],"Better":[73],"understanding":[74],"geometric,":[77],"variational,":[78],"properties":[81,119],"will":[85],"facilitate":[86],"more":[87],"effective":[88],"incorporation":[89],"into":[93],"genetic":[94],"systems.":[99],"By":[100],"showing":[101],"connectivity":[106],"patterns":[107],"dynamics,":[110],"our":[111],"findings":[112],"also":[113],"raise":[114],"fundamental":[115],"questions":[116],"about":[117],"in":[123],"nature.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}