{"id":"https://openalex.org/W2043164574","doi":"https://doi.org/10.1109/sis.2014.7011790","title":"Evolutionary design of self-organizing particle systems for collective problem solving","display_name":"Evolutionary design of self-organizing particle systems for collective problem solving","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2043164574","doi":"https://doi.org/10.1109/sis.2014.7011790","mag":"2043164574"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2014.7011790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","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/A5025070233","display_name":"Benjamin Bengfort","orcid":"https://orcid.org/0000-0003-0660-7682"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Bengfort","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026978323","display_name":"Philip Y. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Y. Kim","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104057337","display_name":"Kevin Harrison","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Harrison","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050009555","display_name":"James A. Reggia","orcid":"https://orcid.org/0009-0003-8517-8405"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James A. Reggia","raw_affiliation_strings":["Department of Computer Science, University of Maryland, College Park, MD, USA","Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025070233"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.13501939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13362","display_name":"Slime Mold and Myxomycetes Research","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7040572166442871},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5740184187889099},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.5730648636817932},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.571567177772522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5159229040145874},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5084092020988464},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.4838887155056},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.41105523705482483},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10931581258773804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10503503680229187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7040572166442871},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5740184187889099},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.5730648636817932},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.571567177772522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5159229040145874},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5084092020988464},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.4838887155056},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.41105523705482483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10931581258773804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10503503680229187},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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/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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2014.7011790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2585909","https://openalex.org/W1512383952","https://openalex.org/W1541288193","https://openalex.org/W1576818901","https://openalex.org/W1581272738","https://openalex.org/W1918036644","https://openalex.org/W1942126417","https://openalex.org/W1983248233","https://openalex.org/W2075104108","https://openalex.org/W2099251346","https://openalex.org/W2115739107","https://openalex.org/W2119120935","https://openalex.org/W2120088323","https://openalex.org/W2123383676","https://openalex.org/W2150312211","https://openalex.org/W2152195021","https://openalex.org/W2154788940","https://openalex.org/W2169245194","https://openalex.org/W2172414771","https://openalex.org/W2479161689","https://openalex.org/W2534663485","https://openalex.org/W3140563609","https://openalex.org/W6600105335","https://openalex.org/W6634582626","https://openalex.org/W6639934517","https://openalex.org/W6678505394","https://openalex.org/W6721243474"],"related_works":["https://openalex.org/W4206518995","https://openalex.org/W2089289167","https://openalex.org/W2136458804","https://openalex.org/W2978543040","https://openalex.org/W64045069","https://openalex.org/W1621496426","https://openalex.org/W2337136075","https://openalex.org/W1985359699","https://openalex.org/W2513872756","https://openalex.org/W2751553756"],"abstract_inverted_index":{"Using":[0],"only":[1,34,98,122],"simple":[2],"rules":[3],"for":[4,44,71,76,103,164,172],"local":[5],"interactions,":[6],"groups":[7],"of":[8,56,68,109,141,170,185],"agents":[9,22],"can":[10,91],"form":[11],"self-organizing":[12,125],"super-organisms":[13],"or":[14,189],"flocks":[15],"that":[16,50,87,114],"show":[17],"global":[18,72],"emergent":[19,36],"behavior.":[20],"When":[21],"are":[23,79],"also":[24,39,106,128],"extended":[25],"with":[26],"memory":[27],"and":[28,155,178],"goals":[29],"the":[30,42,45,54,57,66,101,107,142],"resulting":[31],"flock":[32],"not":[33,97,121],"demonstrates":[35],"behavior,":[37],"but":[38,105,127],"collective":[40,116,173],"intelligence:":[41],"ability":[43,55],"group":[46],"to":[47,94,99,153,180],"solve":[48],"problems":[49,186],"might":[51],"be":[52,92,146],"beyond":[53],"individual":[58],"alone.":[59],"Until":[60],"now,":[61],"research":[62],"has":[63],"focused":[64],"on":[65],"improvement":[67],"particle":[69],"design":[70,95,120,133,144,169],"behavior;":[73],"however,":[74],"techniques":[75,90],"human-designed":[77],"particles":[78,171],"task-specific.":[80],"In":[81],"this":[82],"paper":[83],"we":[84],"will":[85],"demonstrate":[86],"evolutionary":[88,168],"computing":[89],"applied":[93],"particles,":[96],"optimize":[100],"parameters":[102],"movement":[104],"structure":[108],"controlling":[110],"finite":[111],"state":[112],"machines":[113],"enable":[115],"intelligence.":[117],"The":[118,139],"evolved":[119,143],"exhibits":[123],"emergent,":[124],"behavior":[126],"significantly":[129],"outperforms":[130],"a":[131,135,182,191],"human":[132],"in":[134],"specific":[136],"problem":[137,165],"domain.":[138],"strategy":[140],"may":[145],"very":[147],"different":[148],"from":[149],"what":[150],"is":[151,175],"intuitive":[152],"humans":[154],"perhaps":[156],"reflects":[157],"more":[158,176],"accurately":[159],"how":[160],"nature":[161],"designs":[162],"systems":[163],"solving.":[166],"Furthermore,":[167],"intelligence":[174],"flexible":[177],"able":[179],"target":[181],"wider":[183],"array":[184],"either":[187],"individually":[188],"as":[190],"whole.":[192]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
