{"id":"https://openalex.org/W4401414625","doi":"https://doi.org/10.1109/cec60901.2024.10611760","title":"Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem","display_name":"Multi-Population Evolutionary Algorithm via Seed Transfer for Multitasking Traveling Salesman Problem","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4401414625","doi":"https://doi.org/10.1109/cec60901.2024.10611760"},"language":"en","primary_location":{"id":"doi:10.1109/cec60901.2024.10611760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10611760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","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/A5059962183","display_name":"Haoyuan Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoyuan Lv","raw_affiliation_strings":["Xidian University School of Artificial Intelligence,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Xidian University School of Artificial Intelligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022334584","display_name":"Ruochen Liu","orcid":"https://orcid.org/0000-0002-0502-4074"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruochen Liu","raw_affiliation_strings":["Xidian University School of Artificial Intelligence,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Xidian University School of Artificial Intelligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115695233","display_name":"Handing Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Handing Wang","raw_affiliation_strings":["Xidian University School of Artificial Intelligence,Xi&#x0027;an,China"],"affiliations":[{"raw_affiliation_string":"Xidian University School of Artificial Intelligence,Xi&#x0027;an,China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059962183"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65437973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9979000091552734,"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":0.9970999956130981,"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":0.9056743383407593},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.826606273651123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6257171034812927},{"id":"https://openalex.org/keywords/bottleneck-traveling-salesman-problem","display_name":"Bottleneck traveling salesman problem","score":0.5936481356620789},{"id":"https://openalex.org/keywords/2-opt","display_name":"2-opt","score":0.5416737794876099},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5245568752288818},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4947945475578308},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47724246978759766},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47619569301605225},{"id":"https://openalex.org/keywords/christofides-algorithm","display_name":"Christofides algorithm","score":0.42884787917137146},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3297628164291382},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21969890594482422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21431094408035278},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1409434676170349}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.9056743383407593},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.826606273651123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6257171034812927},{"id":"https://openalex.org/C7668213","wikidata":"https://www.wikidata.org/wiki/Q4949085","display_name":"Bottleneck traveling salesman problem","level":3,"score":0.5936481356620789},{"id":"https://openalex.org/C106472803","wikidata":"https://www.wikidata.org/wiki/Q291440","display_name":"2-opt","level":3,"score":0.5416737794876099},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5245568752288818},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4947945475578308},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47724246978759766},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47619569301605225},{"id":"https://openalex.org/C138600008","wikidata":"https://www.wikidata.org/wiki/Q498144","display_name":"Christofides algorithm","level":4,"score":0.42884787917137146},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3297628164291382},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21969890594482422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21431094408035278},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1409434676170349},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec60901.2024.10611760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec60901.2024.10611760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W202510507","https://openalex.org/W1482722110","https://openalex.org/W1524271395","https://openalex.org/W1971483538","https://openalex.org/W2106378689","https://openalex.org/W2413527939","https://openalex.org/W2586910743","https://openalex.org/W2588058706","https://openalex.org/W2770581177","https://openalex.org/W2808464155","https://openalex.org/W2809555178","https://openalex.org/W2810440851","https://openalex.org/W2813977662","https://openalex.org/W2890830465","https://openalex.org/W2896215880","https://openalex.org/W2897353395","https://openalex.org/W2897734904","https://openalex.org/W2897866893","https://openalex.org/W2900577216","https://openalex.org/W2915686745","https://openalex.org/W2921687288","https://openalex.org/W2923639984","https://openalex.org/W2967233145","https://openalex.org/W2997776631","https://openalex.org/W2999769892","https://openalex.org/W3002674174","https://openalex.org/W3010321770","https://openalex.org/W3023891685","https://openalex.org/W3035146471","https://openalex.org/W3047311022","https://openalex.org/W3080334566","https://openalex.org/W3083138108","https://openalex.org/W3083245325","https://openalex.org/W3083740695","https://openalex.org/W3093091588","https://openalex.org/W3129051607","https://openalex.org/W3152038424","https://openalex.org/W3157415924","https://openalex.org/W3179263490","https://openalex.org/W4240374930","https://openalex.org/W4292083457"],"related_works":["https://openalex.org/W4389782626","https://openalex.org/W1595757466","https://openalex.org/W4200179302","https://openalex.org/W2766731260","https://openalex.org/W2171568915","https://openalex.org/W3210931532","https://openalex.org/W1645834615","https://openalex.org/W2620231896","https://openalex.org/W87675801","https://openalex.org/W2567672564"],"abstract_inverted_index":{"Evolutionary":[0],"multitasking":[1],"optimization":[2,36],"(EMTO)":[3],"has":[4],"attracted":[5],"much":[6],"attention":[7],"in":[8,38,49],"the":[9,32,124,135,138],"community":[10],"of":[11,31,126,137],"evolutionary":[12,64],"computation,":[13],"which":[14],"solves":[15],"multiple":[16],"tasks":[17],"simultaneously":[18],"by":[19],"exchanging":[20],"information":[21],"between":[22],"tasks.":[23],"Multitasking":[24],"traveling":[25],"salesman":[26],"problem":[27],"(MTSP)":[28],"is":[29,70,120],"one":[30],"most":[33,50],"important":[34],"combinatorial":[35],"problems":[37],"EMTO.":[39],"However,":[40],"redundant":[41,92],"encoding":[42,82],"and":[43,84,94,104,149],"inefficient":[44],"probabilistic":[45],"transfer":[46,68,105],"mechanisms":[47],"used":[48],"existing":[51],"works":[52],"may":[53],"lead":[54],"to":[55,90,109,122,142],"negative":[56,96],"transfer.":[57,97],"In":[58],"this":[59],"paper,":[60],"a":[61,79,99,115],"new":[62,80,100,116],"multi-population":[63],"algorithm":[65],"via":[66],"seed":[67,81,85,101],"(MPEA-ST)":[69],"proposed":[71,89,139],"for":[72],"MTSP.":[73],"Firstly,":[74],"combining":[75],"heuristics":[76],"with":[77,112,129],"EMTO,":[78],"strategy,":[83],"growth":[86],"mechanism":[87,103],"are":[88,107],"overcome":[91],"coding":[93],"suppress":[95],"Moreover,":[98],"selection":[102],"strategy":[106],"designed":[108],"select":[110],"seeds":[111],"knowledge.":[113],"Finally,":[114],"dataset":[117],"construction":[118],"method":[119],"developed":[121],"address":[123],"lack":[125],"MTSP":[127],"benchmarks":[128],"different":[130],"similarities.":[131],"Experimental":[132],"results":[133],"show":[134],"superiority":[136],"MPEA-ST":[140],"compared":[141],"other":[143],"state-of-the-art":[144],"methods":[145],"on":[146],"synthetic":[147],"datasets":[148],"real-world":[150],"datasets.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
