{"id":"https://openalex.org/W1979159560","doi":"https://doi.org/10.1109/cec.2013.6557788","title":"On the convergence of Ant Colony Optimization with stench pheromone","display_name":"On the convergence of Ant Colony Optimization with stench pheromone","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1979159560","doi":"https://doi.org/10.1109/cec.2013.6557788","mag":"1979159560"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","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/A5114251131","display_name":"Zhe Cong","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Zhe Cong","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bart De Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084264842","display_name":"Robert Babu\u0161ka","orcid":"https://orcid.org/0000-0001-9578-8598"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Robert Babuska","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114251131"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05892333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1876","last_page":"1883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9613999724388123,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.824325680732727},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6540385484695435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583331286907196},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5573933720588684},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5307892560958862},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4414108097553253},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.42344358563423157},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4229379892349243},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2336156964302063},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08528926968574524}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.824325680732727},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6540385484695435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583331286907196},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5573933720588684},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5307892560958862},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4414108097553253},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.42344358563423157},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4229379892349243},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2336156964302063},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08528926968574524},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557788","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1492640216","https://openalex.org/W1664011265","https://openalex.org/W1801849579","https://openalex.org/W1967533973","https://openalex.org/W2013205100","https://openalex.org/W2017938154","https://openalex.org/W2048910294","https://openalex.org/W2084615064","https://openalex.org/W2107941094","https://openalex.org/W2118573797","https://openalex.org/W2130411910","https://openalex.org/W2154929945"],"related_works":["https://openalex.org/W4385871958","https://openalex.org/W1611875833","https://openalex.org/W4245157707","https://openalex.org/W1547053391","https://openalex.org/W2908391583","https://openalex.org/W2369428395","https://openalex.org/W1521781013","https://openalex.org/W2981400081","https://openalex.org/W1997193297","https://openalex.org/W2462483068"],"abstract_inverted_index":{"Ant":[0],"Colony":[1],"Optimization":[2],"(ACO)":[3],"has":[4,74],"proved":[5],"to":[6,55,86,90,107,116],"be":[7,53],"a":[8,16,40,68,120,124,131,153],"powerful":[9],"metaheuristic":[10],"for":[11,127,159],"combinatorial":[12],"optimization":[13],"problems.":[14],"From":[15],"theoretical":[17],"point":[18],"of":[19,23,39,78,123,141],"view,":[20],"the":[21,24,36,63,80,91,94,97,101,139],"convergence":[22,37,125,158],"ACO":[25,43,46],"algorithm":[26,73],"is":[27,84,105],"an":[28],"important":[29],"issue.":[30],"In":[31],"this":[32,160],"paper,":[33],"we":[34,129],"analyze":[35],"properties":[38],"recently":[41],"introduced":[42],"algorithm,":[44],"called":[45],"with":[47,96,133],"stench":[48,102],"pheromone":[49,82,103,142],"(ACO-SP),":[50],"which":[51],"can":[52],"used":[54,85,106],"solve":[56],"dynamic":[57],"traffic":[58,69],"routing":[59],"problems":[60],"through":[61],"finding":[62],"minimum":[64],"cost":[65],"routes":[66],"in":[67,93,152],"network.":[70],"This":[71],"new":[72],"two":[75,134],"different":[76,147],"types":[77],"pheromone:":[79],"regular":[81],"that":[83,104,117,138],"attract":[87],"artificial":[88],"ants":[89,109,114],"arc":[92],"network":[95,132],"lowest":[98],"cost,":[99],"and":[100,149],"push":[108],"away":[110],"when":[111],"too":[112],"many":[113],"converge":[115],"arc.":[118],"As":[119],"first":[121],"step":[122],"proof":[126],"ACO-SP,":[128],"consider":[130],"arcs.":[135],"We":[136],"show":[137],"process":[140],"update":[143],"will":[144],"transit":[145],"among":[146],"modes,":[148],"finally":[150],"stay":[151],"stable":[154],"mode,":[155],"thus":[156],"proving":[157],"given":[161],"case.":[162]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
