{"id":"https://openalex.org/W2990169746","doi":"https://doi.org/10.1088/1742-6596/1333/3/032057","title":"Application of bionic and immune algorithms for the solution of ambiguous problems of transportation routing","display_name":"Application of bionic and immune algorithms for the solution of ambiguous problems of transportation routing","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2990169746","doi":"https://doi.org/10.1088/1742-6596/1333/3/032057","mag":"2990169746"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1333/3/032057","doi":"https://doi.org/10.1088/1742-6596/1333/3/032057","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1333/3/032057","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1333/3/032057/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1333/3/032057/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087892626","display_name":"\u041f\u043e\u043b\u0443\u044f\u043d \u0410\u043d\u043d\u0430 \u042e\u0440\u044c\u0435\u0432\u043d\u0430","orcid":"https://orcid.org/0000-0002-7172-4351","observed_orcids":["https://orcid.org/0000-0002-7172-4351"]},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A Yu Poluyan","raw_affiliation_strings":["Don State Technical University, Rostov-on-Don, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don State Technical University, Rostov-on-Don, Russian Federation","institution_ids":["https://openalex.org/I4210097717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058604172","display_name":"\u041f\u0443\u0440\u0447\u0438\u043d\u0430 \u041e\u043b\u044c\u0433\u0430 \u0410\u043d\u0434\u0440\u0435\u0435\u0432\u043d\u0430","orcid":"https://orcid.org/0000-0003-3782-5498","observed_orcids":["https://orcid.org/0000-0003-3782-5498"]},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"O A Purchina","raw_affiliation_strings":["Don State Technical University, Rostov-on-Don, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don State Technical University, Rostov-on-Don, Russian Federation","institution_ids":["https://openalex.org/I4210097717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021378558","display_name":"\u0424\u0443\u0433\u0430\u0440\u043e\u0432 \u0414\u043c\u0438\u0442\u0440\u0438\u0439 \u0414\u043c\u0438\u0442\u0440\u0438\u0435\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-5741-2466","observed_orcids":["https://orcid.org/0000-0002-5741-2466"]},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"D D Fugarov","raw_affiliation_strings":["Don State Technical University, Rostov-on-Don, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don State Technical University, Rostov-on-Don, Russian Federation","institution_ids":["https://openalex.org/I4210097717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028081732","display_name":"\u0415\u0432\u0433\u0435\u043d\u0438\u0439 \u042e\u0440\u044c\u0435\u0432\u0438\u0447 \u0413\u0435\u0440\u0430\u0441\u0438\u043c\u0435\u043d\u043a\u043e","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"E Yu Gerasimenko","raw_affiliation_strings":["Don State Technical University, Rostov-on-Don, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don State Technical University, Rostov-on-Don, Russian Federation","institution_ids":["https://openalex.org/I4210097717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080944557","display_name":"\u0422\u0430\u0442\u044c\u044f\u043d\u0430 \u041f\u0430\u0432\u043b\u043e\u0432\u043d\u0430 \u0421\u043a\u0430\u043a\u0443\u043d\u043e\u0432\u0430","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210097717","display_name":"Don State Technical University","ror":"https://ror.org/00x5je630","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210097717"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"T P Skakunova","raw_affiliation_strings":["Don State Technical University, Rostov-on-Don, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don State Technical University, Rostov-on-Don, Russian Federation","institution_ids":["https://openalex.org/I4210097717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210097717"],"apc_list":null,"apc_paid":null,"fwci":0.569,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.70576109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"1333","issue":"3","first_page":"032057","last_page":"032057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9937000274658203,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9937000274658203,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.005100000184029341,"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":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-immune-systems","display_name":"artificial immune systems","score":0.906000018119812},{"id":"https://openalex.org/keywords/immune-algorithm","display_name":"immune algorithm","score":0.7960000038146973},{"id":"https://openalex.org/keywords/nature-inspired-algorithms","display_name":"bio-inspired algorithms","score":0.7860000133514404},{"id":"https://openalex.org/keywords/transportation-routing","display_name":"transportation routing","score":0.7480000257492065},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"vehicle routing","score":0.8339999914169312},{"id":"https://openalex.org/keywords/hybrid-evolutionary-algorithm","display_name":"hybrid evolutionary algorithm","score":0.5690000057220459},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9330000281333923},{"id":"https://openalex.org/keywords/global-optimization","display_name":"global optimization","score":0.9049999713897705}],"concepts":[{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.702580451965332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879834532737732},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6450214385986328},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5651199221611023},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5501794815063477},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5331902503967285},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5135017037391663},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5057117938995361},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5043796300888062},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.4936607778072357},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35513603687286377},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33364421129226685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22975316643714905},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2253483533859253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1832977533340454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16215524077415466},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11865359544754028},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08285742998123169},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1333/3/032057","doi":"https://doi.org/10.1088/1742-6596/1333/3/032057","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1333/3/032057","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1333/3/032057/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1333/3/032057","doi":"https://doi.org/10.1088/1742-6596/1333/3/032057","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1333/3/032057","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1333/3/032057/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990169746.pdf","grobid_xml":"https://content.openalex.org/works/W2990169746.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2011270027","https://openalex.org/W2041280856","https://openalex.org/W2087955895","https://openalex.org/W2556555801","https://openalex.org/W2804888603","https://openalex.org/W2804922648","https://openalex.org/W2905583538"],"related_works":["https://openalex.org/W2600620119","https://openalex.org/W2568152311","https://openalex.org/W2388552296","https://openalex.org/W4233534299","https://openalex.org/W2050998311","https://openalex.org/W2317264724","https://openalex.org/W2578586079","https://openalex.org/W2391343715","https://openalex.org/W1984139792","https://openalex.org/W2360389014"],"abstract_inverted_index":{"The":[0],"main":[1],"objective":[2],"of":[3,18,28,33,61,73,82,95,101,123],"the":[4,15,19,41,49,55,59,80,121,140],"study":[5,100],"is":[6,37,54,76],"to":[7,39,47,70,78,114,138],"develop":[8],"efficient":[9],"methods":[10],"and":[11,22,44,66,87,93,105,107,119,130],"algorithms":[12,46,106,112,131],"based":[13],"on":[14],"operating":[16],"principles":[17],"immune":[20,45,103],"system":[21],"evolutionary":[23,43],"search":[24,27],"for":[25,90,126,142],"further":[26,99],"a":[29],"global":[30],"optimal":[31],"solution":[32],"optimization":[34,117],"problems.":[35],"It":[36],"suggested":[38],"integrate":[40],"modified":[42],"solve":[48,115],"set":[50],"task.":[51],"Transportation":[52],"routing":[53],"priority":[56],"direction":[57],"in":[58],"field":[60],"information":[62,86],"technologies,":[63],"industry,":[64],"transport,":[65],"communication":[67],"systems.":[68],"Due":[69],"increasing":[71],"demand":[72],"enterprises,":[74],"it":[75],"impossible":[77],"ensure":[79],"efficiency":[81],"transport":[83],"operations":[84],"without":[85],"software":[88],"systems":[89,104,129],"analysis,":[91],"planning":[92],"support":[94],"commercial":[96],"solutions.":[97],"Therefore,":[98],"artificial":[102],"their":[108,124],"integration":[109],"with":[110],"genetic":[111],"aimed":[113],"various":[116],"problems":[118],"identify":[120],"class":[122],"optimization,":[125],"which":[127],"such":[128],"can":[132],"be":[133],"applied,":[134],"as":[135,137],"well":[136],"modify":[139],"method":[141],"new":[143],"applications,":[144],"seems":[145],"quite":[146],"relevant.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-12-05T00:00:00"}
