{"id":"https://openalex.org/W3014660400","doi":"https://doi.org/10.1109/access.2020.2985498","title":"A Novel Ant Colony Optimization Algorithm With Levy Flight","display_name":"A Novel Ant Colony Optimization Algorithm With Levy Flight","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014660400","doi":"https://doi.org/10.1109/access.2020.2985498","mag":"3014660400"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2985498","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985498","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056538.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056538.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100375505","display_name":"Yahui Liu","orcid":"https://orcid.org/0000-0002-6889-4763"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Liu","raw_affiliation_strings":["School of Software Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-6889-4763","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073242202","display_name":"Buyang Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I4210136431","display_name":"Shanghai Tongji Urban Planning and Design Institute","ror":"https://ror.org/03gb38m78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136431"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Buyang Cao","raw_affiliation_strings":["College of Architecture and Urban Planning, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9257-4893","affiliations":[{"raw_affiliation_string":"College of Architecture and Urban Planning, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I4210136431","https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.5188,"has_fulltext":true,"cited_by_count":91,"citation_normalized_percentile":{"value":0.97315482,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"67205","last_page":"67213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9817000031471252,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/l\u00e9vy-flight","display_name":"L\u00e9vy flight","score":0.8797881007194519},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8412350416183472},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.821710467338562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844767928123474},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6474277973175049},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5987274050712585},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5117704272270203},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4670639932155609},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.42817550897598267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2300160527229309},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22016799449920654},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.10150930285453796}],"concepts":[{"id":"https://openalex.org/C118918019","wikidata":"https://www.wikidata.org/wiki/Q4114998","display_name":"L\u00e9vy flight","level":3,"score":0.8797881007194519},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8412350416183472},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.821710467338562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844767928123474},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6474277973175049},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5987274050712585},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5117704272270203},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4670639932155609},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.42817550897598267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2300160527229309},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22016799449920654},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.10150930285453796},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2985498","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985498","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056538.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3f86ba1c4aa24dc085aa9ac297012567","is_oa":true,"landing_page_url":"https://doaj.org/article/3f86ba1c4aa24dc085aa9ac297012567","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 67205-67213 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2985498","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985498","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056538.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7460415534","display_name":"\u57fa\u4e8e\u53ef\u63a7\u65f6\u7a7a\u7acb\u65b9\u4f53\u7684\u8f66\u8f86\u8f68\u8ff9\u5927\u6570\u636e\u68c0\u7d22\u65b9\u6cd5\u7814\u7a76","funder_award_id":"41771410","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014660400.pdf","grobid_xml":"https://content.openalex.org/works/W3014660400.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1492640216","https://openalex.org/W1557288165","https://openalex.org/W1566652554","https://openalex.org/W1609173689","https://openalex.org/W1801849579","https://openalex.org/W1968395937","https://openalex.org/W1970204203","https://openalex.org/W1973044119","https://openalex.org/W1976744965","https://openalex.org/W1978416231","https://openalex.org/W1999118894","https://openalex.org/W1999406036","https://openalex.org/W2009168408","https://openalex.org/W2011672036","https://openalex.org/W2017268736","https://openalex.org/W2040675064","https://openalex.org/W2048698391","https://openalex.org/W2063842491","https://openalex.org/W2074195549","https://openalex.org/W2081761634","https://openalex.org/W2090435272","https://openalex.org/W2107941094","https://openalex.org/W2132930531","https://openalex.org/W2154929945","https://openalex.org/W2156668787","https://openalex.org/W2164267739","https://openalex.org/W2174270377","https://openalex.org/W2228952454","https://openalex.org/W2232340078","https://openalex.org/W2282226143","https://openalex.org/W2382837546","https://openalex.org/W2552854184","https://openalex.org/W2555005230","https://openalex.org/W2591182809","https://openalex.org/W2604286046","https://openalex.org/W2617425124","https://openalex.org/W2783090095","https://openalex.org/W2783969692","https://openalex.org/W2955693036","https://openalex.org/W3012058698","https://openalex.org/W3101288326","https://openalex.org/W4210989800","https://openalex.org/W4211130072","https://openalex.org/W6629566668","https://openalex.org/W6633364091","https://openalex.org/W6735497104","https://openalex.org/W6991723366"],"related_works":["https://openalex.org/W4385871958","https://openalex.org/W1611875833","https://openalex.org/W4245157707","https://openalex.org/W1997193297","https://openalex.org/W1547053391","https://openalex.org/W2908391583","https://openalex.org/W1521781013","https://openalex.org/W2208777194","https://openalex.org/W2369428395","https://openalex.org/W2406404685"],"abstract_inverted_index":{"Ant":[0],"Colony":[1],"Optimization":[2],"(ACO)":[3],"is":[4,91],"a":[5],"widely":[6],"applied":[7],"meta-heuristic":[8],"algorithm.":[9],"Little":[10],"researches":[11],"focused":[12],"on":[13,22,35,75],"the":[14,23,30,39,53,59,64,76,83,86,95],"candidate":[15,40],"selection":[16,41],"mechanism,":[17],"which":[18],"was":[19],"developed":[20,74],"based":[21,34],"simple":[24],"uniform":[25],"distribution.":[26],"This":[27],"paper":[28],"employs":[29],"Levy":[31,36,47,68,72,89],"flight":[32,48,73],"mechanism":[33],"distribution":[37],"to":[38,62,82],"process":[42],"and":[43,99],"takes":[44],"advantage":[45],"of":[46,66,78,88],"that":[49],"not":[50],"only":[51],"guarantees":[52],"search":[54],"speed":[55],"but":[56],"also":[57],"extends":[58],"searching":[60],"space":[61],"improve":[63],"performance":[65,87],"ACO.":[67,80],"ACO":[69,90,98],"incorporating":[70],"with":[71],"top":[77],"Max-min":[79,97],"According":[81],"computational":[84],"experiments,":[85],"significantly":[92],"better":[93],"than":[94],"original":[96],"some":[100],"latest":[101],"Traveling":[102],"Salesman":[103],"Problem":[104],"(TSP)":[105],"solvers.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
