{"id":"https://openalex.org/W2974703685","doi":"https://doi.org/10.15439/2019f192","title":"Non-dominated Sorting Tournament Genetic Algorithm for Multi-Objective Travelling Salesman Problem","display_name":"Non-dominated Sorting Tournament Genetic Algorithm for Multi-Objective Travelling Salesman Problem","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2974703685","doi":"https://doi.org/10.15439/2019f192","mag":"2974703685"},"language":"en","primary_location":{"id":"doi:10.15439/2019f192","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f192","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/192.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/192.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033947982","display_name":"Pawe\u0142 B. Myszkowski","orcid":"https://orcid.org/0000-0003-2861-7240"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Pawe\u0142 B. Myszkowski","raw_affiliation_strings":["Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]},{"raw_affiliation_string":"Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021671103","display_name":"Maciej Laszczyk","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Laszczyk","raw_affiliation_strings":["Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]},{"raw_affiliation_string":"Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055283808","display_name":"Kamil Dziadek","orcid":null},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kamil Dziadek","raw_affiliation_strings":["Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland"],"affiliations":[{"raw_affiliation_string":"Wrocaw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego ukasiewicza 5, 50-371 Wrocaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]},{"raw_affiliation_string":"Wroc\u0142aw University of Science and Technology Faculty of Computer Science and Management ul. Ignacego \u0141ukasiewicza 5, 50-371 Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033947982"],"corresponding_institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.2624,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61233933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"67","last_page":"76"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.8546557426452637},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.8089965581893921},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6889348030090332},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6386733055114746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5810876488685608},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5653296709060669},{"id":"https://openalex.org/keywords/tournament","display_name":"Tournament","score":0.5267419219017029},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4715849459171295},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4483649432659149},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42301011085510254},{"id":"https://openalex.org/keywords/2-opt","display_name":"2-opt","score":0.41813114285469055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3540554642677307},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11490979790687561}],"concepts":[{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.8546557426452637},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.8089965581893921},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6889348030090332},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6386733055114746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5810876488685608},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5653296709060669},{"id":"https://openalex.org/C136975688","wikidata":"https://www.wikidata.org/wiki/Q1320634","display_name":"Tournament","level":2,"score":0.5267419219017029},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4715849459171295},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4483649432659149},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42301011085510254},{"id":"https://openalex.org/C106472803","wikidata":"https://www.wikidata.org/wiki/Q291440","display_name":"2-opt","level":3,"score":0.41813114285469055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3540554642677307},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11490979790687561},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2019f192","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f192","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/192.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:b5196b4bb1e84fa4850afb2557a37d1a","is_oa":true,"landing_page_url":"https://doaj.org/article/b5196b4bb1e84fa4850afb2557a37d1a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 18, Pp 67-76 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2019f192","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f192","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/192.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974703685.pdf","grobid_xml":"https://content.openalex.org/works/W2974703685.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W759229525","https://openalex.org/W1497425225","https://openalex.org/W1508006319","https://openalex.org/W1528149415","https://openalex.org/W1747686667","https://openalex.org/W1803713235","https://openalex.org/W1978416231","https://openalex.org/W1981700549","https://openalex.org/W2019932779","https://openalex.org/W2028047126","https://openalex.org/W2033530135","https://openalex.org/W2073478661","https://openalex.org/W2126105956","https://openalex.org/W2174465401","https://openalex.org/W2262276395","https://openalex.org/W2300642135","https://openalex.org/W2343637366","https://openalex.org/W2782848523","https://openalex.org/W2788041254","https://openalex.org/W2788735711","https://openalex.org/W2801036921","https://openalex.org/W2807844981","https://openalex.org/W2890583810","https://openalex.org/W2907336245","https://openalex.org/W2932401226","https://openalex.org/W4297917482","https://openalex.org/W6658559216","https://openalex.org/W6750572697"],"related_works":["https://openalex.org/W2519099522","https://openalex.org/W4389782626","https://openalex.org/W2359992618","https://openalex.org/W2980689483","https://openalex.org/W4376138746","https://openalex.org/W2171568915","https://openalex.org/W2361554335","https://openalex.org/W1595757466","https://openalex.org/W2362402143","https://openalex.org/W2073288620"],"abstract_inverted_index":{"A":[0],"Travelling":[1],"Salesman":[2],"Problem":[3],"(TSP)":[4],"is":[5,11,22],"an":[6],"NPhard":[7],"combinatorial":[8],"problem":[9],"that":[10,24],"very":[12],"important":[13],"for":[14],"many":[15],"real-world":[16],"applications.":[17],"In":[18],"this":[19],"paper,":[20],"it":[21],"shown,":[23],"proposed":[25,45,71],"approach":[26],"solves":[27],"multi-objective":[28],"TSP":[29],"(mTSP)":[30],"more":[31],"effectively":[32],"than":[33],"other":[34,87],"investigated":[35,74],"methods,":[36],"i.e.":[37],"Non-dominated":[38],"Sorting":[39],"Genetic":[40],"Algorithm":[41],"II":[42],"(NSGA-II).":[43],"The":[44,70],"methods":[46],"use":[47],"rank":[48],"and":[49,64,75,82],"crowding":[50],"distance":[51],"(well-known":[52],"from":[53],"NSGA-II),":[54],"combining":[55],"those":[56],"mechanisms":[57],"in":[58,66],"a":[59],"novel,":[60],"unique":[61],"way:":[62],"competing":[63],"coevolving":[65],"the":[67,78],"evolution":[68],"process.":[69],"modifications":[72],"are":[73,84],"verified":[76],"by":[77],"benchmark":[79],"mTSP":[80],"instances,":[81],"results":[83],"compared":[85],"to":[86],"methods.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}