{"id":"https://openalex.org/W2734778418","doi":"https://doi.org/10.23919/mipro.2017.7973596","title":"Improving a distributed agent-based Ant Colony Optimization for Solving Traveling Salesman Problem","display_name":"Improving a distributed agent-based Ant Colony Optimization for Solving Traveling Salesman Problem","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734778418","doi":"https://doi.org/10.23919/mipro.2017.7973596","mag":"2734778418"},"language":"en","primary_location":{"id":"doi:10.23919/mipro.2017.7973596","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2017.7973596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","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/A5054177671","display_name":"Aleksandar Kaplar","orcid":null},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Aleksandar Kaplar","raw_affiliation_strings":["Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109889560","display_name":"Milan Vidakovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milan Vidakovic","raw_affiliation_strings":["Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081418636","display_name":"Nikola Luburi\u0107","orcid":"https://orcid.org/0000-0002-2436-7881"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nikola Luburic","raw_affiliation_strings":["Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000856508","display_name":"Mirjana Ivanovi\u0107","orcid":"https://orcid.org/0000-0003-1946-0384"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mirjana Ivanovic","raw_affiliation_strings":["Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054177671"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":null,"apc_paid":null,"fwci":1.3651,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85751411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1144","last_page":"1148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9814000129699707,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9814000129699707,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9797000288963318,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.9435495138168335},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.8222588300704956},{"id":"https://openalex.org/keywords/2-opt","display_name":"2-opt","score":0.6749928593635559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6699180006980896},{"id":"https://openalex.org/keywords/extremal-optimization","display_name":"Extremal optimization","score":0.6685789823532104},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6106151342391968},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.5223404169082642},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.48973774909973145},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.465938001871109},{"id":"https://openalex.org/keywords/bottleneck-traveling-salesman-problem","display_name":"Bottleneck traveling salesman problem","score":0.4487169086933136},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4255136251449585},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32069724798202515},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22337773442268372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2148686647415161},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1930665373802185},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.18489453196525574}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.9435495138168335},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8222588300704956},{"id":"https://openalex.org/C106472803","wikidata":"https://www.wikidata.org/wiki/Q291440","display_name":"2-opt","level":3,"score":0.6749928593635559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6699180006980896},{"id":"https://openalex.org/C188919014","wikidata":"https://www.wikidata.org/wiki/Q5422296","display_name":"Extremal optimization","level":4,"score":0.6685789823532104},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6106151342391968},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.5223404169082642},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.48973774909973145},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.465938001871109},{"id":"https://openalex.org/C7668213","wikidata":"https://www.wikidata.org/wiki/Q4949085","display_name":"Bottleneck traveling salesman problem","level":3,"score":0.4487169086933136},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4255136251449585},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32069724798202515},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22337773442268372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2148686647415161},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1930665373802185},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.18489453196525574}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro.2017.7973596","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2017.7973596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W169483335","https://openalex.org/W1491246150","https://openalex.org/W1573676079","https://openalex.org/W2018288012","https://openalex.org/W2030346487","https://openalex.org/W2035288561","https://openalex.org/W2085483969","https://openalex.org/W2097377813","https://openalex.org/W2145029893","https://openalex.org/W2163428398","https://openalex.org/W2176432258","https://openalex.org/W2254642156","https://openalex.org/W2622388297","https://openalex.org/W4229881848","https://openalex.org/W4299796063","https://openalex.org/W6629389893"],"related_works":["https://openalex.org/W2946024655","https://openalex.org/W3001379520","https://openalex.org/W2549218906","https://openalex.org/W2758988501","https://openalex.org/W2123233098","https://openalex.org/W3013791021","https://openalex.org/W2146364482","https://openalex.org/W1604040598","https://openalex.org/W4246557197","https://openalex.org/W2075572857"],"abstract_inverted_index":{"Optimization":[0,76],"of":[1,33,42],"a":[2,9,17],"large-scale":[3],"Traveling":[4,80],"Salesman":[5,81],"Problem,":[6],"which":[7,36],"is":[8,16,29],"well-known":[10],"NP-hard":[11],"problem":[12],"in":[13],"combinatorial":[14],"optimization,":[15],"time-consuming":[18,27],"problem.":[19],"A":[20],"modern":[21],"approach":[22],"to":[23],"dealing":[24],"with":[25,30],"such":[26],"problems":[28],"the":[31,40,43,51],"use":[32],"distributed":[34,57],"computing,":[35],"can":[37],"significantly":[38],"improve":[39],"speed":[41],"problem-solving":[44],"algorithm.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,68],"discuss":[50],"design":[52],"approaches":[53],"for":[54,78],"an":[55],"agent-based":[56,73],"algorithm":[58,77],"and":[59,66],"their":[60],"benefits.":[61],"Based":[62],"on":[63],"further":[64],"analysis":[65],"experiments,":[67],"have":[69],"improved":[70],"our":[71],"previous":[72],"Ant":[74],"Colony":[75],"Solving":[79],"Problem":[82],"using":[83],"Siebog":[84],"multiagent":[85],"middleware.":[86]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}