{"id":"https://openalex.org/W1719699541","doi":null,"title":"Incremental Social Learning in Swarm Intelligence Systems","display_name":"Incremental Social Learning in Swarm Intelligence Systems","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W1719699541","mag":"1719699541"},"language":"en","primary_location":{"id":"pmh:oai:dipot.ulb.ac.be:2013/209909","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209909","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209909","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046776758","display_name":"Marco Montes De Oca Roldan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Montes De Oca Roldan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024091899","display_name":"Marco Dorigo","orcid":"https://orcid.org/0000-0002-3971-0507","observed_orcids":["https://orcid.org/0000-0002-3971-0507"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Dorigo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3971-0507","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.3917999863624573,"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":0.3917999863624573,"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":0.26809999346733093,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.2556000053882599,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"swarm intelligence","score":0.9890000224113464},{"id":"https://openalex.org/keywords/interference","display_name":"interference","score":0.6639999747276306},{"id":"https://openalex.org/keywords/social-learning","display_name":"social learning","score":0.6809999942779541},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"knowledge transfer","score":0.7390000224113464},{"id":"https://openalex.org/keywords/swarm-robotics","display_name":"swarm robotics","score":0.828000009059906},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9240000247955322},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.7900000214576721},{"id":"https://openalex.org/keywords/competition-for-space","display_name":"competition for space","score":0.49799999594688416}],"concepts":[{"id":"https://openalex.org/C169337768","wikidata":"https://www.wikidata.org/wiki/Q2446723","display_name":"Swarm robotics","level":3,"score":0.737357497215271},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.7152975797653198},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6225326061248779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5895178914070129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5854620337486267},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5762492418289185},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5479875802993774},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.461210161447525},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4315912127494812},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.339969277381897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3052749037742615},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21210259199142456},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dipot.ulb.ac.be:2013/209909","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209909","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"mag:1719699541","doi":null,"is_oa":false,"landing_page_url":"https://iridia.ulb.ac.be/~mdorigo/HomePageDorigo/thesis/phd/MontesPhDThesis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:dipot.ulb.ac.be:2013/209909","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209909","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":317,"referenced_works":["https://openalex.org/W84428182","https://openalex.org/W90450217","https://openalex.org/W94673203","https://openalex.org/W110496375","https://openalex.org/W111349384","https://openalex.org/W132643297","https://openalex.org/W147998453","https://openalex.org/W161004712","https://openalex.org/W173910581","https://openalex.org/W227636185","https://openalex.org/W306312984","https://openalex.org/W315572163","https://openalex.org/W828146099","https://openalex.org/W942724068","https://openalex.org/W1485603405","https://openalex.org/W1492528531","https://openalex.org/W1492640216","https://openalex.org/W1494306075","https://openalex.org/W1495126377","https://openalex.org/W1495143124","https://openalex.org/W1499307573","https://openalex.org/W1503296932","https://openalex.org/W1506729771","https://openalex.org/W1512313081","https://openalex.org/W1516944795","https://openalex.org/W1519597478","https://openalex.org/W1521494233","https://openalex.org/W1521687449","https://openalex.org/W1524789558","https://openalex.org/W1528493742","https://openalex.org/W1529123289","https://openalex.org/W1534688027","https://openalex.org/W1537470538","https://openalex.org/W1541294765","https://openalex.org/W1545270007","https://openalex.org/W1546531970","https://openalex.org/W1546627672","https://openalex.org/W1547618122","https://openalex.org/W1548257732","https://openalex.org/W1550621568","https://openalex.org/W1551461928","https://openalex.org/W1551907347","https://openalex.org/W1557288165","https://openalex.org/W1560973405","https://openalex.org/W1565902586","https://openalex.org/W1566383622","https://openalex.org/W1566471577","https://openalex.org/W1566652554","https://openalex.org/W1567600663","https://openalex.org/W1571891062","https://openalex.org/W1572232832","https://openalex.org/W1572565176","https://openalex.org/W1573643979","https://openalex.org/W1573676079","https://openalex.org/W1574558070","https://openalex.org/W1576426930","https://openalex.org/W1577668191","https://openalex.org/W1577920208","https://openalex.org/W1578069247","https://openalex.org/W1580080310","https://openalex.org/W1584845013","https://openalex.org/W1587263632","https://openalex.org/W1591939288","https://openalex.org/W1595159159","https://openalex.org/W1603873508","https://openalex.org/W1605438009","https://openalex.org/W1614673366","https://openalex.org/W1624947394","https://openalex.org/W1628481780","https://openalex.org/W1629051378","https://openalex.org/W1634145823","https://openalex.org/W1639032689","https://openalex.org/W1667957304","https://openalex.org/W1739460100","https://openalex.org/W1744889682","https://openalex.org/W1778693282","https://openalex.org/W1783802754","https://openalex.org/W1798749457","https://openalex.org/W1801849579","https://openalex.org/W1811781384","https://openalex.org/W1820051232","https://openalex.org/W1835176610","https://openalex.org/W1851169118","https://openalex.org/W1869699221","https://openalex.org/W1871585472","https://openalex.org/W1881045119","https://openalex.org/W1883915183","https://openalex.org/W1890949457","https://openalex.org/W1933385826","https://openalex.org/W1941358455","https://openalex.org/W1958963474","https://openalex.org/W1964742356","https://openalex.org/W1966376693","https://openalex.org/W1966977714","https://openalex.org/W1967643635","https://openalex.org/W1968779727","https://openalex.org/W1971441460","https://openalex.org/W1972026397","https://openalex.org/W1972178529","https://openalex.org/W1973156346","https://openalex.org/W1975009952","https://openalex.org/W1975318518","https://openalex.org/W1976948944","https://openalex.org/W1977942338","https://openalex.org/W1980882881","https://openalex.org/W1985127868","https://openalex.org/W1986112535","https://openalex.org/W1986535023","https://openalex.org/W1989041398","https://openalex.org/W1989199137","https://openalex.org/W1991248646","https://openalex.org/W1992419399","https://openalex.org/W1994602935","https://openalex.org/W1997632059","https://openalex.org/W1998420538","https://openalex.org/W1999336421","https://openalex.org/W2000511723","https://openalex.org/W2000538148","https://openalex.org/W2002041442","https://openalex.org/W2002133619","https://openalex.org/W2002236426","https://openalex.org/W2002469548","https://openalex.org/W2004988719","https://openalex.org/W2007048969","https://openalex.org/W2007079513","https://openalex.org/W2007303999","https://openalex.org/W2009151996","https://openalex.org/W2009543464","https://openalex.org/W2009764331","https://openalex.org/W2012532071","https://openalex.org/W2016289393","https://openalex.org/W2016574294","https://openalex.org/W2016695533","https://openalex.org/W2017010314","https://openalex.org/W2017530736","https://openalex.org/W2024189170","https://openalex.org/W2027546131","https://openalex.org/W2028126526","https://openalex.org/W2029319864","https://openalex.org/W2029831238","https://openalex.org/W2037567262","https://openalex.org/W2038900621","https://openalex.org/W2041091946","https://openalex.org/W2041157860","https://openalex.org/W2043430399","https://openalex.org/W2043729857","https://openalex.org/W2046162118","https://openalex.org/W2046649903","https://openalex.org/W2049323762","https://openalex.org/W2050484682","https://openalex.org/W2051361949","https://openalex.org/W2052131120","https://openalex.org/W2054834250","https://openalex.org/W2055757491","https://openalex.org/W2056775673","https://openalex.org/W2057830724","https://openalex.org/W2058105398","https://openalex.org/W2058514166","https://openalex.org/W2060442865","https://openalex.org/W2061379962","https://openalex.org/W2062595496","https://openalex.org/W2063640141","https://openalex.org/W2063840526","https://openalex.org/W2066275808","https://openalex.org/W2066396848","https://openalex.org/W2071483164","https://openalex.org/W2073169693","https://openalex.org/W2073476134","https://openalex.org/W2074837211","https://openalex.org/W2075825402","https://openalex.org/W2078950386","https://openalex.org/W2081749411","https://openalex.org/W2087778535","https://openalex.org/W2091794545","https://openalex.org/W2092677142","https://openalex.org/W2093115430","https://openalex.org/W2096606660","https://openalex.org/W2097490641","https://openalex.org/W2097991842","https://openalex.org/W2098940738","https://openalex.org/W2098975250","https://openalex.org/W2100439353","https://openalex.org/W2100498714","https://openalex.org/W2100794131","https://openalex.org/W2101128991","https://openalex.org/W2101337671","https://openalex.org/W2101826426","https://openalex.org/W2101924888","https://openalex.org/W2102038873","https://openalex.org/W2103702476","https://openalex.org/W2106625051","https://openalex.org/W2107031757","https://openalex.org/W2107631366","https://openalex.org/W2107726111","https://openalex.org/W2107941094","https://openalex.org/W2108063263","https://openalex.org/W2108388069","https://openalex.org/W2108432292","https://openalex.org/W2108703536","https://openalex.org/W2109250000","https://openalex.org/W2109364787","https://openalex.org/W2109891054","https://openalex.org/W2110693713","https://openalex.org/W2111362669","https://openalex.org/W2111828797","https://openalex.org/W2111952942","https://openalex.org/W2111968380","https://openalex.org/W2112451851","https://openalex.org/W2113117298","https://openalex.org/W2113955139","https://openalex.org/W2115350182","https://openalex.org/W2116165953","https://openalex.org/W2117061044","https://openalex.org/W2117910558","https://openalex.org/W2118051273","https://openalex.org/W2118109887","https://openalex.org/W2118521479","https://openalex.org/W2119178451","https://openalex.org/W2120591602","https://openalex.org/W2121056132","https://openalex.org/W2121715931","https://openalex.org/W2122489728","https://openalex.org/W2123992632","https://openalex.org/W2124253297","https://openalex.org/W2126554879","https://openalex.org/W2127683394","https://openalex.org/W2127931254","https://openalex.org/W2128103053","https://openalex.org/W2128174081","https://openalex.org/W2128375118","https://openalex.org/W2129899354","https://openalex.org/W2132145840","https://openalex.org/W2132181343","https://openalex.org/W2133932639","https://openalex.org/W2134601553","https://openalex.org/W2134969474","https://openalex.org/W2135069483","https://openalex.org/W2135232426","https://openalex.org/W2135646341","https://openalex.org/W2136239655","https://openalex.org/W2137514952","https://openalex.org/W2138273409","https://openalex.org/W2138537392","https://openalex.org/W2139339670","https://openalex.org/W2139386984","https://openalex.org/W2141119792","https://openalex.org/W2141724420","https://openalex.org/W2141843161","https://openalex.org/W2141878719","https://openalex.org/W2142053997","https://openalex.org/W2143560894","https://openalex.org/W2143807839","https://openalex.org/W2145790759","https://openalex.org/W2146021205","https://openalex.org/W2147169507","https://openalex.org/W2149106415","https://openalex.org/W2150271850","https://openalex.org/W2150312211","https://openalex.org/W2150516629","https://openalex.org/W2151408086","https://openalex.org/W2153272405","https://openalex.org/W2153457624","https://openalex.org/W2154085697","https://openalex.org/W2154929945","https://openalex.org/W2155382668","https://openalex.org/W2157107726","https://openalex.org/W2157470389","https://openalex.org/W2158252307","https://openalex.org/W2158389408","https://openalex.org/W2158450392","https://openalex.org/W2159112521","https://openalex.org/W2159341149","https://openalex.org/W2160218477","https://openalex.org/W2160851181","https://openalex.org/W2161011213","https://openalex.org/W2161481732","https://openalex.org/W2162012556","https://openalex.org/W2164267739","https://openalex.org/W2165299997","https://openalex.org/W2166836680","https://openalex.org/W2166928235","https://openalex.org/W2167062553","https://openalex.org/W2168065615","https://openalex.org/W2168427112","https://openalex.org/W2169121295","https://openalex.org/W2169245194","https://openalex.org/W2169291847","https://openalex.org/W2169337728","https://openalex.org/W2170120409","https://openalex.org/W2170756108","https://openalex.org/W2171240210","https://openalex.org/W2175523146","https://openalex.org/W2187559497","https://openalex.org/W2241340194","https://openalex.org/W2247485652","https://openalex.org/W2264426170","https://openalex.org/W2270772095","https://openalex.org/W2288806261","https://openalex.org/W2303166133","https://openalex.org/W2363524367","https://openalex.org/W2402846924","https://openalex.org/W2499132233","https://openalex.org/W2502819810","https://openalex.org/W2543580944","https://openalex.org/W2545381314","https://openalex.org/W2612169040","https://openalex.org/W2624091785","https://openalex.org/W2764433274","https://openalex.org/W2766565184","https://openalex.org/W2912823561","https://openalex.org/W2996256129","https://openalex.org/W3147414854","https://openalex.org/W3149836492","https://openalex.org/W3150348507","https://openalex.org/W4251464645","https://openalex.org/W7096682754","https://openalex.org/W7124165090"],"related_works":["https://openalex.org/W2201493420","https://openalex.org/W2400730782","https://openalex.org/W2306031769","https://openalex.org/W4385999444","https://openalex.org/W2107644013","https://openalex.org/W2385992478","https://openalex.org/W2074230221","https://openalex.org/W1583171784","https://openalex.org/W1608868580","https://openalex.org/W2011671118"],"abstract_inverted_index":{"A":[0,526],"swarm":[1,89,126,140,153,191,433,451,459,527,564],"intelligence":[2,90,154,192,434,452],"system":[3,9,31,43,136,155,172,234,267,297,372,435,496,529],"is":[4,17,44,95,156,180,277,318,323,353,361,367,515,550,565],"a":[5,20,96,125,138,152,175,181,201,209,221,228,233,242,270,274,286,304,328,378,427,432,437,503,542,559],"type":[6],"of":[7,19,23,39,54,98,122,144,149,159,189,217,224,238,241,245,288,295,313,330,349,359,381,390,421,464,474,477,482,518,533,544,562],"multiagent":[8],"with":[10,34,65,69,250,254,377,488],"the":[11,26,30,37,40,42,80,109,120,135,145,157,167,171,187,190,212,236,266,289,296,314,321,337,340,350,356,364,371,388,393,400,419,472,483,492,519,531,534,547,563,570,576],"following":[12,351],"distinctive":[13],"characteristics:":[14],"(i)":[15,220,355],"it":[16,282,386],"composed":[18],"large":[21],"number":[22,358,380,389],"agents,":[24,74,225],"(ii)":[25,227,363],"agents":[27,62,248,262,290,332,360,382,411],"that":[28,104,291,333,423,468,549],"comprise":[29],"are":[32,86,263,334,486],"simple":[33],"respect":[35],"to":[36,46,91,101,173,211,265,269,279,324,339,447,457,497,539,552,567],"complexity":[38],"task":[41,366],"required":[45,169],"perform,":[47],"(iii)":[48,370],"its":[49,60,160],"control":[50,237,532],"relies":[51],"on":[52,508],"principles":[53],"decentralization":[55],"and":[56,58,68,226,253,301,395],"self-organization,":[57],"(iv)":[59],"constituent":[61],"interact":[63,249],"locally":[64],"one":[66,251,348,517],"another":[67,252],"their":[70,255,415],"environment.":[71],"Interactions":[72],"among":[73],"either":[75],"direct":[76],"or":[77,107,129,369],"indirect":[78],"through":[79,134],"environment":[81,256,338,416],"in":[82,124,137,151,336,491,523],"which":[83,184,498],"they":[84],"act,":[85],"fundamental":[87,182],"for":[88,116,194,257,298],"exist;":[92],"however,":[93],"there":[94],"class":[97],"interactions,":[99],"referred":[100],"as":[102,208,303,374],"\"interference\",":[103],"actually":[105],"blocks":[106],"hinders":[108],"agents'":[110],"goal-seeking":[111],"behavior.":[112],"For":[113],"example,":[114],"competition":[115],"space":[117],"may":[118,132,306,403],"reduce":[119],"mobility":[121],"robots":[123,538],"robotics":[127,528],"system,":[128,394],"misleading":[130],"information":[131],"spread":[133],"particle":[139,458],"optimization":[141,460],"algorithm.":[142],"One":[143],"most":[146],"visible":[147],"effects":[148],"interference":[150,165,179,384],"reduction":[158],"efficiency.":[161],"In":[162,479,554],"other":[163],"words,":[164],"increases":[166],"time":[168,259],"by":[170],"reach":[174,436],"desired":[176,401,438],"state.":[177],"Thus,":[178],"problem":[183],"negatively":[185],"affects":[186],"viability":[188],"approach":[193],"solving":[195],"important,":[196],"practical":[197],"problems.":[198],"We":[199,442,454],"propose":[200],"framework":[202],"called":[203],"\"incremental":[204],"social":[205,229,315],"learning\"":[206],"(ISL)":[207],"solution":[210],"aforementioned":[213],"problem.":[214],"It":[215],"consists":[216,240],"two":[218,448,481,545],"elements:":[219],"growing":[222],"population":[223,244],"learning":[230,316,407],"mechanism.":[231],"Initially,":[232],"under":[235,530],"ISL":[239,429,446,456,469,501,573],"small":[243,379,560],"agents.":[246],"These":[247],"some":[258,299],"before":[260],"new":[261,275],"added":[264,342,410],"according":[268],"predefined":[271],"schedule.":[272],"When":[273],"agent":[276],"about":[278,414],"be":[280,404],"added,":[281],"learns":[283],"socially":[284],"from":[285,327,541],"subset":[287],"have":[292,307,443],"been":[293],"part":[294],"time,":[300],"that,":[302],"consequence,":[305],"gathered":[308],"useful":[309],"information.":[310],"The":[311,344,462,494],"implementation":[312],"mechanism":[317,506,514,536],"application-dependent,":[319],"but":[320],"goal":[322],"transfer":[325],"knowledge":[326,413,424],"set":[329,543],"experienced":[331],"already":[335],"newly":[341,409],"agent.":[343],"process":[345],"continues":[346],"until":[347],"criteria":[352],"met:":[354],"maximum":[357],"reached,":[362],"assigned":[365],"finished,":[368],"performs":[373],"desired.":[375],"Starting":[376],"reduces":[383,387],"because":[385],"interactions":[391],"within":[392],"thus,":[396],"fast":[397],"progress":[398],"toward":[399],"state":[402,439],"achieved.":[405],"By":[406],"socially,":[408],"acquire":[412],"without":[417],"incurring":[418],"costs":[420],"acquiring":[422],"individually.":[425],"As":[426],"result,":[428],"can":[430],"make":[431],"more":[440],"rapidly.":[441],"successfully":[444],"applied":[445,455,500],"very":[449],"different":[450],"systems.":[453],"algorithms.":[461,478],"results":[463],"this":[465,524,555],"study":[466],"demonstrate":[467],"substantially":[470,574],"improves":[471,575],"performance":[473],"these":[475],"kinds":[476],"fact,":[480],"resulting":[484],"algorithms":[485,490],"competitive":[487],"state-of-the-art":[489],"field.":[493],"second":[495],"we":[499],"exploits":[502],"collective":[504],"decision-making":[505],"based":[507],"an":[509],"opinion":[510],"formation":[511],"model.":[512],"This":[513],"also":[516],"original":[520],"contributions":[521],"presented":[522],"dissertation.":[525],"proposed":[535],"allows":[537],"choose":[540],"actions":[546],"action":[548],"fastest":[551],"execute.":[553],"case,":[556],"when":[557],"only":[558],"proportion":[561],"able":[566],"concurrently":[568],"execute":[569],"alternative":[571],"actions,":[572],"system's":[577],"performance.":[578]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
