{"id":"https://openalex.org/W2266945941","doi":"https://doi.org/10.1142/s1793962315500324","title":"Evolutionary algorithm based on discrete ITO process for travelling salesman problems","display_name":"Evolutionary algorithm based on discrete ITO process for travelling salesman problems","publication_year":2015,"publication_date":"2015-06-22","ids":{"openalex":"https://openalex.org/W2266945941","doi":"https://doi.org/10.1142/s1793962315500324","mag":"2266945941"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962315500324","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962315500324","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-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/A5100626646","display_name":"Wenyong Dong","orcid":"https://orcid.org/0000-0003-4399-567X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyong Dong","raw_affiliation_strings":["Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109306169","display_name":"Kang Sheng","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Sheng","raw_affiliation_strings":["Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002237563","display_name":"Yang Chuanhua","orcid":null},"institutions":[{"id":"https://openalex.org/I2799997741","display_name":"Changjiang Water Resources Commission","ror":"https://ror.org/0305bn856","country_code":"CN","type":"government","lineage":["https://openalex.org/I2799997741","https://openalex.org/I4210155611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanhua Yang","raw_affiliation_strings":["Changjiang Wuhan Waterway Bureau, No. 20 Liberation Park Road Jiang'an District, Wuhan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changjiang Wuhan Waterway Bureau, No. 20 Liberation Park Road Jiang'an District, Wuhan, P. R. China","institution_ids":["https://openalex.org/I2799997741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102693222","display_name":"Yunfei Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Yi","raw_affiliation_strings":["Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China","Department of Computer and Information Science, No. 42 Longjiang Road, Hechi University, Yizhou, Guangxi, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, No. 16 Luojia Road Wuchang District, Wuhan, P. R. China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Department of Computer and Information Science, No. 42 Longjiang Road, Hechi University, Yizhou, Guangxi, P. R. China","institution_ids":["https://openalex.org/I4210161599"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100626646"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09199057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"06","issue":"03","first_page":"1550032","last_page":"1550032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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":0.9976999759674072,"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/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8465931415557861},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5909366607666016},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5775604844093323},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5617534518241882},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5563028454780579},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5510249733924866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5424755811691284},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5038313269615173},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4670414328575134},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44082772731781006},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.4343467354774475},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42374932765960693},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.41681936383247375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31151479482650757}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8465931415557861},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5909366607666016},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5775604844093323},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5617534518241882},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5563028454780579},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5510249733924866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424755811691284},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5038313269615173},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4670414328575134},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44082772731781006},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.4343467354774475},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42374932765960693},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.41681936383247375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31151479482650757},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793962315500324","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962315500324","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W117088351","https://openalex.org/W1551129417","https://openalex.org/W1801849579","https://openalex.org/W1841046261","https://openalex.org/W1971092138","https://openalex.org/W1977392117","https://openalex.org/W2039906176","https://openalex.org/W2063137505","https://openalex.org/W2072339136","https://openalex.org/W2077580942","https://openalex.org/W2081231516","https://openalex.org/W2090390706","https://openalex.org/W2101057866","https://openalex.org/W2107631366","https://openalex.org/W2130812951","https://openalex.org/W2136574028","https://openalex.org/W2156045428","https://openalex.org/W2163428398","https://openalex.org/W2356347994","https://openalex.org/W2738534198","https://openalex.org/W4232213988"],"related_works":["https://openalex.org/W4385871958","https://openalex.org/W1611875833","https://openalex.org/W1997193297","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/W1975009952"],"abstract_inverted_index":{"Since":[0],"dozens":[1],"years":[2],"ago,":[3],"various":[4],"metaheuristic":[5],"methods,":[6],"such":[7,67],"as":[8,23,68,106],"genetic":[9],"algorithm,":[10,112],"ant":[11],"colony":[12],"algorithms,":[13],"have":[14],"been":[15,32],"successfully":[16],"applied":[17],"to":[18,75,77],"combinational":[19,42,78],"optimization":[20,43],"problem.":[21,44],"However,":[22],"one":[24,126],"of":[25,83,93,116,127],"the":[26,81,91,117,128],"members,":[27],"ITO":[28,50,54,84,111,122],"algorithm":[29,51,85,123],"has":[30],"only":[31],"employed":[33],"in":[34,86],"continuous":[35],"optimization,":[36],"it":[37],"needs":[38],"further":[39],"design":[40],"for":[41,59,131],"In":[45],"this":[46],"paper,":[47],"a":[48],"discrete":[49],"inspired":[52],"by":[53],"stochastic":[55],"process":[56],"is":[57,124],"proposed":[58],"travelling":[60],"salesman":[61],"problems":[62,119],"(TSPs).":[63],"Some":[64],"key":[65],"operators,":[66],"move":[69],"operator,":[70,72],"wave":[71],"are":[73,97],"redesigned":[74],"adapt":[76],"optimization.":[79],"Moreover,":[80],"performance":[82],"different":[87],"parameter":[88],"selections":[89],"and":[90,108],"maintenance":[92],"population":[94],"diversity":[95],"information":[96],"also":[98],"studied.":[99],"By":[100],"combining":[101],"local":[102],"search":[103],"methods":[104],"(such":[105],"2-opt":[107],"LK-opt)":[109],"with":[110],"our":[113],"computational":[114],"results":[115],"TSP":[118],"show":[120],"that":[121],"currently":[125],"best-performing":[129],"algorithms":[130],"these":[132],"problems.":[133]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
