{"id":"https://openalex.org/W2124795318","doi":"https://doi.org/10.1109/civts.2011.5949535","title":"Improvement of the road traffic management by an ant-hierarchical fuzzy system","display_name":"Improvement of the road traffic management by an ant-hierarchical fuzzy system","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2124795318","doi":"https://doi.org/10.1109/civts.2011.5949535","mag":"2124795318"},"language":"en","primary_location":{"id":"doi:10.1109/civts.2011.5949535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civts.2011.5949535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings","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/A5021363213","display_name":"Habib M. Kammoun","orcid":"https://orcid.org/0000-0002-3330-8242"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Habib M. Kammoun","raw_affiliation_strings":["REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044958104","display_name":"Ilhem Kallel","orcid":"https://orcid.org/0000-0002-9281-0259"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ilhem Kallel","raw_affiliation_strings":["REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, National Engineering School of Sfax (ENIS), University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM: REsearch Group on Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046510895","display_name":"Jorge Casillas","orcid":"https://orcid.org/0000-0002-5887-3977"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Casillas","raw_affiliation_strings":["Department Computer Science and Artificial Intelligence, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department Computer Science and Artificial Intelligence, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6571,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78071337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.996399998664856,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/adaptability","display_name":"Adaptability","score":0.7928667068481445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7014063596725464},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5708371996879578},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5358729362487793},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4515012800693512},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.41433778405189514},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34104907512664795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3322310447692871},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.324336975812912},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3225680887699127},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22466403245925903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14576289057731628}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7928667068481445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7014063596725464},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5708371996879578},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5358729362487793},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4515012800693512},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.41433778405189514},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34104907512664795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3322310447692871},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.324336975812912},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3225680887699127},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22466403245925903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14576289057731628},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/civts.2011.5949535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civts.2011.5949535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.709.6326","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.709.6326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://decsai.ugr.es/%7Ecasillas/downloads/papers/casillas-ci38-civts11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W20023461","https://openalex.org/W32409212","https://openalex.org/W135369197","https://openalex.org/W1509570895","https://openalex.org/W1515056520","https://openalex.org/W1520358457","https://openalex.org/W1566087003","https://openalex.org/W1589031782","https://openalex.org/W1772172785","https://openalex.org/W1866599528","https://openalex.org/W1964325477","https://openalex.org/W1968419132","https://openalex.org/W1981203027","https://openalex.org/W1996872168","https://openalex.org/W2005984699","https://openalex.org/W2023617773","https://openalex.org/W2024518815","https://openalex.org/W2028279138","https://openalex.org/W2029467722","https://openalex.org/W2046020651","https://openalex.org/W2055264660","https://openalex.org/W2059232736","https://openalex.org/W2062068143","https://openalex.org/W2076183232","https://openalex.org/W2078943805","https://openalex.org/W2100886484","https://openalex.org/W2101612686","https://openalex.org/W2104098057","https://openalex.org/W2107941094","https://openalex.org/W2110509549","https://openalex.org/W2116829606","https://openalex.org/W2126554879","https://openalex.org/W2137838640","https://openalex.org/W2145790759","https://openalex.org/W2148974963","https://openalex.org/W2162106790","https://openalex.org/W2169528473","https://openalex.org/W4285719527","https://openalex.org/W4297952505","https://openalex.org/W6600801531","https://openalex.org/W6601307472","https://openalex.org/W6630591565","https://openalex.org/W6670283044","https://openalex.org/W6675369083","https://openalex.org/W6676228082","https://openalex.org/W6843278246"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W4285338599","https://openalex.org/W2278226347"],"abstract_inverted_index":{"In":[0],"view":[1],"of":[2,11,82,97,113,125,133],"dynamicity":[3],"on":[4,32,47,51],"road":[5,16,33,67,76,110,128],"networks":[6],"and":[7,55,64,136],"the":[8,15,26,66,71,75,80,108,123,126],"sharp":[9],"increase":[10],"traffic":[12,17,68,129],"jam":[13],"states,":[14],"management":[18],"becomes":[19],"more":[20],"complex.":[21],"It":[22],"is":[23,35,91],"clear":[24],"that":[25],"shortest":[27],"path":[28],"algorithm":[29],"based":[30,46,50],"only":[31],"length":[34],"no":[36],"longer":[37],"relevant.We":[38],"propose":[39],"in":[40,74,102,131],"this":[41],"paper":[42],"a":[43,94,98,103,116],"hybrid":[44],"method":[45,60,90],"two":[48],"stages":[49],"ant":[52,100],"colony":[53],"behavior":[54],"hierarchical":[56],"fuzzy":[57],"system.":[58,87],"This":[59],"allows":[61],"adjusting":[62],"intelligently":[63],"promptly":[65],"according":[69],"to":[70,121],"real-time":[72],"changes":[73],"network":[77],"states":[78],"by":[79],"integration":[81],"an":[83],"adaptive":[84],"vehicle":[85,99],"guidance":[86],"The":[88],"proposed":[89],"implemented":[92],"as":[93],"deliberative":[95],"module":[96],"agent":[101],"collaborative":[104],"multiagent":[105,117],"system":[106],"representing":[107],"entire":[109],"network.":[111],"Series":[112],"simulations,":[114],"under":[115],"platform,":[118],"allow":[119],"us":[120],"discuss":[122],"improvement":[124],"global":[127],"quality":[130],"terms":[132],"time,":[134],"fluidity,":[135],"adaptability.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}