{"id":"https://openalex.org/W2995818878","doi":"https://doi.org/10.1109/ismsit.2019.8932768","title":"An Ant Colony Optimization Memorizing Better Solutions (ACO-MBS) for Traveling Salesman Problem","display_name":"An Ant Colony Optimization Memorizing Better Solutions (ACO-MBS) for Traveling Salesman Problem","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2995818878","doi":"https://doi.org/10.1109/ismsit.2019.8932768","mag":"2995818878"},"language":"en","primary_location":{"id":"doi:10.1109/ismsit.2019.8932768","doi":"https://doi.org/10.1109/ismsit.2019.8932768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismsit.2019.8932768","pdf_url":null,"source":{"id":"https://openalex.org/S4363605511","display_name":"International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2995818878"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5012991783","display_name":"Dursun Ekmekci","orcid":"https://orcid.org/0000-0002-9830-7793","observed_orcids":["https://orcid.org/0000-0002-9830-7793"]},"institutions":[{"id":"https://openalex.org/I173761726","display_name":"Karab\u00fck University","ror":"https://ror.org/04wy7gp54","country_code":"TR","type":"education","lineage":["https://openalex.org/I173761726"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Dursun Ekmekci","raw_affiliation_strings":["Department of Computer Engineer, Karabuk University, Karabuk, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineer, Karabuk University, Karabuk, Turkey","institution_ids":["https://openalex.org/I173761726"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012991783"],"corresponding_institution_ids":["https://openalex.org/I173761726"],"apc_list":null,"apc_paid":null,"fwci":0.3252,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.56742345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization","display_name":"ant colony optimization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/traveling-salesman-problem","display_name":"traveling salesman problem","score":0.9950000047683716},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.7649999856948853},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"combinatorial optimization","score":0.9210000038146973}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.9006068706512451},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8972770571708679},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6101955771446228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5754708051681519},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.546838104724884},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48254865407943726},{"id":"https://openalex.org/C188919014","wikidata":"https://www.wikidata.org/wiki/Q5422296","display_name":"Extremal optimization","level":4,"score":0.4778982400894165},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4694487750530243},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4618048071861267},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.4467160403728485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4168128967285156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22662046551704407},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.16465649008750916},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07031059265136719},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06787681579589844},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ismsit.2019.8932768","doi":"https://doi.org/10.1109/ismsit.2019.8932768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismsit.2019.8932768","pdf_url":null,"source":{"id":"https://openalex.org/S4363605511","display_name":"International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1523750526","https://openalex.org/W1748133846","https://openalex.org/W1801849579","https://openalex.org/W1968594877","https://openalex.org/W2013205100","https://openalex.org/W2039568841","https://openalex.org/W2095610151","https://openalex.org/W2100458022","https://openalex.org/W2107941094","https://openalex.org/W2118573797","https://openalex.org/W2128995918","https://openalex.org/W2145622829","https://openalex.org/W2154929945","https://openalex.org/W2171211995","https://openalex.org/W2919805933"],"related_works":["https://openalex.org/W1574780691","https://openalex.org/W2130514866","https://openalex.org/W2604067944","https://openalex.org/W2171925432","https://openalex.org/W1999880969","https://openalex.org/W2928915688","https://openalex.org/W2767491233","https://openalex.org/W2371231014","https://openalex.org/W2366705377","https://openalex.org/W2050149390"],"abstract_inverted_index":{"Ant":[0],"Colony":[1],"Optimization":[2],"(ACO)":[3],"is":[4,31,50,80],"a":[5,62],"population-based":[6],"meta-heuristic":[7],"method":[8,27,64,94],"that":[9,56],"mimics":[10],"the":[11,15,25,29,32,38,43,47,67,72,77,84,92,98,106],"foraging":[12],"behavior":[13],"of":[14,28,40,45,91,108],"ant":[16],"colony":[17],"in":[18,36,87],"real":[19],"life.":[20],"The":[21,89],"pheromone":[22,48,73,85],"approach":[23],"as":[24],"highlight":[26],"algorithm":[30],"most":[33],"effective":[34],"factor":[35],"determining":[37],"moving":[39],"ants.":[41],"Therefore,":[42],"problem":[44],"tuning":[46],"trail":[49,74,86],"an":[51],"important":[52],"topic":[53],"for":[54,82],"ACO":[55,109],"deserves":[57],"attention.":[58],"In":[59],"this":[60],"paper,":[61],"novel":[63],"which":[65],"memorizes":[66],"solution":[68],"costs":[69,79],"and":[70,103],"updates":[71],"according":[75],"to":[76],"memorized":[78],"introduced":[81],"updating":[83],"ACO.":[88],"performance":[90],"proposed":[93],"was":[95],"simulated":[96],"on":[97],"Travelling":[99],"Salesman":[100],"Problem":[101],"(TSP)":[102],"compared":[104],"with":[105],"versions":[107],"algorithm.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2019-12-26T00:00:00"}
