{"id":"https://openalex.org/W2141218093","doi":"https://doi.org/10.1109/fuzz.2003.1209378","title":"Behaviour of F learning automata as multicriteria routing agents in connection oriented networks","display_name":"Behaviour of F learning automata as multicriteria routing agents in connection oriented networks","publication_year":2004,"publication_date":"2004-05-06","ids":{"openalex":"https://openalex.org/W2141218093","doi":"https://doi.org/10.1109/fuzz.2003.1209378","mag":"2141218093"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2003.1209378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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/A5086984158","display_name":"Kre\u0161imir Luka\u010d","orcid":null},"institutions":[{"id":"https://openalex.org/I59105498","display_name":"Swisscom (Switzerland)","ror":"https://ror.org/04t1f4f50","country_code":"CH","type":"company","lineage":["https://openalex.org/I59105498"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"K. Lukac","raw_affiliation_strings":["Swisscom Fixnet Limited, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swisscom Fixnet Limited, Zurich, Switzerland","institution_ids":["https://openalex.org/I59105498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056112688","display_name":"Zrinka Luka\u010d","orcid":"https://orcid.org/0000-0003-2986-6345"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Z. Lukac","raw_affiliation_strings":["Faculty of Economics, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034048570","display_name":"Mladen Tkali\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"M. Tkalic","raw_affiliation_strings":["Faculty of Economics, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086984158"],"corresponding_institution_ids":["https://openalex.org/I59105498"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.18568347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"296","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11567","display_name":"semigroups and automata theory","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11567","display_name":"semigroups and automata theory","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11727","display_name":"Advanced Algebra and Logic","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9904000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.8576008081436157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6764686107635498},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6164373755455017},{"id":"https://openalex.org/keywords/multipath-routing","display_name":"Multipath routing","score":0.6026751399040222},{"id":"https://openalex.org/keywords/equal-cost-multi-path-routing","display_name":"Equal-cost multi-path routing","score":0.5772547125816345},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.5102372169494629},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.48212766647338867},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.4666554629802704},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.44711747765541077},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.44707152247428894},{"id":"https://openalex.org/keywords/destination-sequenced-distance-vector-routing","display_name":"Destination-Sequenced Distance Vector routing","score":0.44457677006721497},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.41336870193481445},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4116228520870209},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33367007970809937},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2899649143218994},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.27574753761291504},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21036094427108765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20109307765960693}],"concepts":[{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.8576008081436157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6764686107635498},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6164373755455017},{"id":"https://openalex.org/C76522221","wikidata":"https://www.wikidata.org/wiki/Q5035396","display_name":"Multipath routing","level":5,"score":0.6026751399040222},{"id":"https://openalex.org/C115443555","wikidata":"https://www.wikidata.org/wiki/Q5367790","display_name":"Equal-cost multi-path routing","level":5,"score":0.5772547125816345},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.5102372169494629},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.48212766647338867},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.4666554629802704},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.44711747765541077},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.44707152247428894},{"id":"https://openalex.org/C29436982","wikidata":"https://www.wikidata.org/wiki/Q3700557","display_name":"Destination-Sequenced Distance Vector routing","level":5,"score":0.44457677006721497},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.41336870193481445},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4116228520870209},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33367007970809937},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2899649143218994},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.27574753761291504},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21036094427108765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20109307765960693},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2003.1209378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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":20,"referenced_works":["https://openalex.org/W576785828","https://openalex.org/W996579592","https://openalex.org/W1480261419","https://openalex.org/W1538558539","https://openalex.org/W1569545294","https://openalex.org/W2005832178","https://openalex.org/W2017334681","https://openalex.org/W2053738210","https://openalex.org/W2072532761","https://openalex.org/W2119483574","https://openalex.org/W2249082738","https://openalex.org/W2528029925","https://openalex.org/W2736987580","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4302438448","https://openalex.org/W6626028379","https://openalex.org/W6628631875","https://openalex.org/W6654652730","https://openalex.org/W6741676874"],"related_works":["https://openalex.org/W2181601090","https://openalex.org/W2148093630","https://openalex.org/W4253436398","https://openalex.org/W1538003338","https://openalex.org/W2364686261","https://openalex.org/W2556128816","https://openalex.org/W3125210154","https://openalex.org/W2351878639","https://openalex.org/W3046124320","https://openalex.org/W2607223747"],"abstract_inverted_index":{"The":[0,39,138],"use":[1],"of":[2,41,63,82,91,110,140],"intelligent":[3],"algorithms":[4,24],"based":[5,59],"on":[6,29,60],"learning":[7,64,76,80],"automata":[8,65,72,81,101],"(LA)":[9],"has":[10,124,146],"proved":[11],"to":[12,56],"be":[13],"very":[14],"efficient":[15],"for":[16,133],"traffic":[17],"routing":[18,31,43,106,112],"control.":[19],"However,":[20],"thus":[21],"far":[22],"these":[23,71,100],"have":[25],"been":[26,125,147],"focused":[27],"only":[28],"unimodal":[30],"problem":[32,40,58],"in":[33,44,66],"connection":[34,134],"or":[35],"packet":[36],"oriented":[37,135],"networks.":[38],"multicriteria":[42],"communication":[45],"networks":[46],"is":[47],"inherently":[48],"NP-hard.":[49],"We":[50,69],"present":[51],"a":[52],"novel":[53],"heuristic":[54],"approach":[55],"this":[57],"the":[61,73],"concept":[62],"fuzzy":[67],"environments.":[68],"call":[70],"F":[74,92],"type":[75,93],"automata.":[77,94],"Well":[78],"known":[79],"P,":[83],"Q":[84],"and":[85,119,127,143],"S":[86],"types":[87],"are":[88,102],"special":[89],"cases":[90],"Among":[95],"others":[96],"we":[97],"prove":[98],"that":[99],"nonabsorbing.":[103],"A":[104],"general":[105],"scheme":[107],"enabling":[108],"implementation":[109],"different":[111,141],"strategies":[113],"including":[114],"Best":[115],"Quality":[116],"Routing":[117,122],"(BQR)":[118],"Least":[120],"Cost":[121],"(LCR)":[123],"defined":[126],"evaluated":[128],"through":[129],"simulation":[130],"results":[131],"obtained":[132],"telecommunication":[136],"network.":[137],"behaviour":[139],"t":[142],"s":[144],"norms":[145],"investigated":[148],"as":[149],"well.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}