{"id":"https://openalex.org/W2169928436","doi":"https://doi.org/10.1109/alife.2009.4937698","title":"Enhancing the architecture of interactive evolutionary design for exploring heterogeneous particle swarm dynamics: An in-class experiment","display_name":"Enhancing the architecture of interactive evolutionary design for exploring heterogeneous particle swarm dynamics: An in-class experiment","publication_year":2009,"publication_date":"2009-03-01","ids":{"openalex":"https://openalex.org/W2169928436","doi":"https://doi.org/10.1109/alife.2009.4937698","mag":"2169928436"},"language":"en","primary_location":{"id":"doi:10.1109/alife.2009.4937698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/alife.2009.4937698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Artificial Life","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/A5052717630","display_name":"Hiroki Sayama","orcid":"https://orcid.org/0000-0002-2670-5864"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hiroki Sayama","raw_affiliation_strings":["Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037711258","display_name":"Shelley D. Dionne","orcid":"https://orcid.org/0000-0001-6547-2672"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shelley Dionne","raw_affiliation_strings":["Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066964794","display_name":"Craig B. Laramee","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Craig Laramee","raw_affiliation_strings":["Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collective Dynamics of Complex Systems Research Group, University of New York, Binghamton, Binghamton, NY, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109205244","display_name":"David Sloan Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Sloan Wilson","raw_affiliation_strings":["Departments of Biological Sciences and Anthropology, Collective Dynamics of Complex Systems Research Group, Binghamton University, State University of New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Biological Sciences and Anthropology, Collective Dynamics of Complex Systems Research Group, Binghamton University, State University of New York, USA","institution_ids":["https://openalex.org/I123946342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1708,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92571367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9925000071525574,"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":0.9925000071525574,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7384796142578125},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6447508335113525},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6311179399490356},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6183452606201172},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5989510416984558},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5443522334098816},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5222228765487671},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4992532730102539},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4918515682220459},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.491685688495636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4866403043270111},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.48042893409729004},{"id":"https://openalex.org/keywords/interactive-evolutionary-computation","display_name":"Interactive evolutionary computation","score":0.4587012827396393},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.45048826932907104},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4234706163406372},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.372927725315094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37185341119766235},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.2783759832382202},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.1776757836341858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7384796142578125},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6447508335113525},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6311179399490356},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6183452606201172},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5989510416984558},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5443522334098816},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5222228765487671},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4992532730102539},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4918515682220459},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.491685688495636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4866403043270111},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.48042893409729004},{"id":"https://openalex.org/C123189799","wikidata":"https://www.wikidata.org/wiki/Q6045380","display_name":"Interactive evolutionary computation","level":4,"score":0.4587012827396393},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.45048826932907104},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4234706163406372},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.372927725315094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37185341119766235},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2783759832382202},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.1776757836341858},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/alife.2009.4937698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/alife.2009.4937698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Artificial Life","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W84130179","https://openalex.org/W1480328200","https://openalex.org/W1486919307","https://openalex.org/W1595897223","https://openalex.org/W1605771973","https://openalex.org/W1612432605","https://openalex.org/W1985355705","https://openalex.org/W2074397232","https://openalex.org/W2117049633","https://openalex.org/W2126717628","https://openalex.org/W2145600675","https://openalex.org/W2150312211","https://openalex.org/W2151019861","https://openalex.org/W2162918840","https://openalex.org/W2913808704","https://openalex.org/W6603458219","https://openalex.org/W6636061904","https://openalex.org/W6636398992"],"related_works":["https://openalex.org/W1573147006","https://openalex.org/W1915304416","https://openalex.org/W2021504082","https://openalex.org/W2362444284","https://openalex.org/W1634842376","https://openalex.org/W1995118269","https://openalex.org/W2652238734","https://openalex.org/W1594431409","https://openalex.org/W3010792683","https://openalex.org/W2735058035"],"abstract_inverted_index":{"We":[0,78,102],"developed":[1],"Swarm":[2,10],"Chemistry":[3,11],"1.2,":[4],"a":[5,47],"new":[6,30,61,84,130,172],"version":[7,131],"of":[8,17,41,44,82,100,107,116,149,161,170,174,183,187,208,212,219],"the":[9,29,42,80,83,105,113,117,125,129,142,150,159,162,168,171,181,209,216],"simulator":[12],"with":[13,90],"an":[14,87],"enhanced":[15],"architecture":[16,62,85,173],"interactive":[18,175],"evolutionary":[19,33,176,191],"design":[20,118,163,198],"for":[21],"exploring":[22],"heterogeneous":[23],"self-propelled":[24],"particle":[25],"swarm":[26],"dynamics.":[27],"In":[28],"version,":[31],"each":[32,148],"operator":[34],"acts":[35],"locally":[36],"and":[37,72,109,145,152,199],"visually":[38],"to":[39,65,112,158,230],"part":[40],"population":[43],"swarms":[45],"on":[46,215],"screen,":[48],"without":[49,232],"causing":[50],"entire":[51],"generation":[52],"changes":[53],"that":[54,124,147],"were":[55],"used":[56],"in":[57,69,193,196],"earlier":[58],"versions.":[59],"This":[60,203],"is":[63],"intended":[64],"represent":[66],"cognitive":[67],"actions":[68],"human":[70,234],"thinking":[71],"decision":[73,200],"making":[74,201],"processes":[75],"more":[76],"naturally.":[77],"tested":[79],"effectiveness":[81,169],"through":[86],"in-class":[88],"experiment":[89],"college":[91],"students":[92,137],"participating":[93],"as":[94,96,98,178,180,225],"designers":[95],"well":[97,179],"evaluators":[99],"swarms.":[101],"also":[103,146,205],"measured":[104],"effects":[106],"mixing":[108,151],"mutation":[110,153],"operators":[111,154,192],"performance":[114],"improvement":[115,160],"processes.":[119,202],"The":[120],"students'":[121],"responses":[122],"showed":[123],"designs":[126],"produced":[127,140],"using":[128,141,233],"received":[132],"significantly":[133],"higher":[134],"ratings":[135],"from":[136],"than":[138],"those":[139],"old":[143],"one,":[144],"contributed":[155],"nearly":[156],"independently":[157],"quality.":[164],"These":[165],"results":[166],"demonstrate":[167],"design,":[177],"importance":[182],"having":[184],"diverse":[185],"options":[186],"action":[188],"(i.e.,":[189],"multiple":[190],"this":[194,237],"context)":[195],"iterative":[197],"work":[204],"presents":[206],"one":[207],"few":[210],"examples":[211],"human-involved":[213],"experiments":[214],"statistical":[217],"evaluation":[218],"artificial":[220],"lifeforms,":[221],"whose":[222],"quality":[223],"(such":[224],"ldquolivingnessldquo)":[226],"would":[227],"be":[228],"hard":[229],"assess":[231],"cognition":[235],"at":[236],"point.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
