{"id":"https://openalex.org/W1532318306","doi":"https://doi.org/10.3233/ica-2009-0301","title":"A distributed learning algorithm for particle systems","display_name":"A distributed learning algorithm for particle systems","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1532318306","doi":"https://doi.org/10.3233/ica-2009-0301","mag":"1532318306"},"language":"en","primary_location":{"id":"doi:10.3233/ica-2009-0301","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-2009-0301","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-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/A5100635520","display_name":"Alejandro Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-9605-9546"},"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":"Alejandro Rodr\u00edguez","raw_affiliation_strings":["Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, USA","(Correspd. E-mail: alejandr,reggia@cs.umd.edu) Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"(Correspd. E-mail: alejandr,reggia@cs.umd.edu) Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, 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":true,"raw_author_name":"James A. Reggia","raw_affiliation_strings":["Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, USA","Department of Computer Science & UMIACS, University of Maryland, College Park, MD 20742, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and UMIACS, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Computer Science & UMIACS, University of Maryland, College Park, MD 20742, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050009555"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":6.8488,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96382555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"16","issue":"1","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9930999875068665,"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":0.9897000193595886,"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":0.6938186883926392},{"id":"https://openalex.org/keywords/collective-behavior","display_name":"Collective behavior","score":0.6274586915969849},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5825905203819275},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5425231456756592},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5387481451034546},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.5238031148910522},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.508009672164917},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4980041980743408},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4606810212135315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4321972727775574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24859726428985596},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1736898124217987}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938186883926392},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.6274586915969849},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5825905203819275},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5425231456756592},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5387481451034546},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.5238031148910522},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.508009672164917},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4980041980743408},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4606810212135315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4321972727775574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24859726428985596},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1736898124217987},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ica-2009-0301","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-2009-0301","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1500644178","https://openalex.org/W1508419498","https://openalex.org/W1531162979","https://openalex.org/W1560921017","https://openalex.org/W1602076081","https://openalex.org/W1777287960","https://openalex.org/W1903616336","https://openalex.org/W1967955864","https://openalex.org/W1971338172","https://openalex.org/W1978711911","https://openalex.org/W1995875735","https://openalex.org/W2024060531","https://openalex.org/W2030624299","https://openalex.org/W2033286692","https://openalex.org/W2033582549","https://openalex.org/W2043932195","https://openalex.org/W2071125943","https://openalex.org/W2080928758","https://openalex.org/W2081278763","https://openalex.org/W2095209089","https://openalex.org/W2097256243","https://openalex.org/W2098764734","https://openalex.org/W2099251346","https://openalex.org/W2107941094","https://openalex.org/W2108729768","https://openalex.org/W2118051273","https://openalex.org/W2119120935","https://openalex.org/W2145113795","https://openalex.org/W2150312211","https://openalex.org/W2150473588","https://openalex.org/W2157846217","https://openalex.org/W2161364298","https://openalex.org/W2161481732","https://openalex.org/W2167808548","https://openalex.org/W2171299282","https://openalex.org/W2171776966","https://openalex.org/W2247485652","https://openalex.org/W2543580944"],"related_works":["https://openalex.org/W2241084252","https://openalex.org/W2070977815","https://openalex.org/W10394924","https://openalex.org/W4246956250","https://openalex.org/W1795827484","https://openalex.org/W4220996582","https://openalex.org/W2365693924","https://openalex.org/W4319831586","https://openalex.org/W2525851439","https://openalex.org/W2969451271"],"abstract_inverted_index":{"Particle":[0],"systems,":[1],"a":[2,70,85,91,102,112,120,139,175],"type":[3],"of":[4,15,28,44,72,87,111,114,119,127,130,150,158,170,196],"swarm":[5],"intelligence":[6],"system,":[7],"have":[8],"repeatedly":[9],"been":[10],"shown":[11],"to":[12,32,37,61,74,83,178,182,184],"be":[13,38],"capable":[14],"more":[16,40],"general":[17],"problem":[18,142],"solving":[19],"than":[20,42],"just":[21],"collective":[22,33,151,200],"movements.":[23],"The":[24,164],"emerging,":[25],"self-organizing":[26,54,77,92],"behavior":[27,34,59],"such":[29],"systems":[30],"leads":[31],"that":[35,43,107,143,167,193,206],"tends":[36],"far":[39],"complex":[41],"their":[45,53,58],"pa":[46],"rts,":[47],"yet":[48],"at":[49],"the":[50,76,80,109,128,145,154,190,194],"same":[51],"time":[52],"nature":[55],"typically":[56],"makes":[57],"difficult":[60],"predict":[62],"and":[63,147,160,181],"control.":[64],"In":[65],"previous":[66],"work,":[67],"we":[68,95,137],"introduced":[69],"set":[71],"mechanisms":[73],"guide":[75],"process,":[78],"allowing":[79],"system":[81,177],"designer":[82],"exert":[84],"form":[86,169],"high-level":[88],"control":[89],"over":[90],"system.":[93],"Here":[94],"extend":[96],"these":[97,135],"past":[98],"results":[99,165,191],"by":[100],"incorporating":[101],"\"pollen-based\"":[103],"distributed":[104,172,197],"learning":[105,173,198],"algorithm":[106],"increases":[108],"capabilities":[110],"team":[113],"cooperating":[115],"agents":[116],"in":[117],"pursuit":[118],"global":[121,155],"goal,":[122],"while":[123],"still":[124],"retaining":[125],"most":[126],"simplicity":[129],"particle":[131,176],"systems.":[132],"To":[133],"demonstrate":[134],"ideas,":[136],"use":[138],"dynamic":[140,171],"logistics":[141],"combines":[144],"coordination":[146],"cooperation":[148],"issues":[149],"transport":[152],"with":[153,199],"optimization":[156],"difficulties":[157],"routing":[159],"shop-floor":[161],"scheduling":[162],"problems.":[163],"show":[166],"this":[168],"enables":[174],"function":[179],"effectively":[180],"adapt":[183],"changing":[185],"conditions":[186],"relatively":[187],"quickly.":[188],"Further,":[189],"suggest":[192],"combination":[195],"movements":[201],"provides":[202],"an":[203],"additional":[204],"advantage":[205],"significantly":[207],"affects":[208],"system-wide":[209],"behavior.":[210]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}