{"id":"https://openalex.org/W7171995480","doi":"https://doi.org/10.25092/baunfbed.1774838","title":"Artificial intelligence-based optimization applications techniques in Kanban Systems: Literature review and methodological approaches","display_name":"Artificial intelligence-based optimization applications techniques in Kanban Systems: Literature review and methodological approaches","publication_year":2026,"publication_date":"2026-07-31","ids":{"openalex":"https://openalex.org/W7171995480","doi":"https://doi.org/10.25092/baunfbed.1774838"},"language":"tr","primary_location":{"id":"doi:10.25092/baunfbed.1774838","doi":"https://doi.org/10.25092/baunfbed.1774838","is_oa":true,"landing_page_url":"https://doi.org/10.25092/baunfbed.1774838","pdf_url":"https://dergipark.org.tr/en/download/article-file/5198842","source":{"id":"https://openalex.org/S4306503987","display_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"1301-7985","issn":["1301-7985","2536-5142"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":"https://openalex.org/P4310318307","host_organization_name":"Bal\u0131kesir University","host_organization_lineage":["https://openalex.org/P4310318307"],"host_organization_lineage_names":["Bal\u0131kesir University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/en/download/article-file/5198842","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094252947","display_name":"Ay\u015fe Nuray Canat","orcid":"https://orcid.org/0000-0002-8527-550X","observed_orcids":["https://orcid.org/0000-0002-8527-550X"]},"institutions":[{"id":"https://openalex.org/I123758333","display_name":"\u0130stanbul Sabahattin Zaim \u00dcniversitesi","ror":"https://ror.org/00xvwpq40","country_code":"TR","type":"education","lineage":["https://openalex.org/I123758333"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ay\u015fe Nuray Canat","raw_affiliation_strings":["\u0130stanbul Sabahattin Zaim \u00dcniversitesi, M\u00fchendislik ve Do\u011fa Bilimleri Fak\u00fcltesi"],"raw_orcid":"https://orcid.org/0000-0002-8527-550X","affiliations":[{"raw_affiliation_string":"\u0130stanbul Sabahattin Zaim \u00dcniversitesi, M\u00fchendislik ve Do\u011fa Bilimleri Fak\u00fcltesi","institution_ids":["https://openalex.org/I123758333"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5094252947"],"corresponding_institution_ids":["https://openalex.org/I123758333"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51676279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"2","first_page":"466","last_page":"483"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13706","display_name":"Management and Optimization Techniques","score":0.5952000021934509,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13706","display_name":"Management and Optimization Techniques","score":0.5952000021934509,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.22439999878406525,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.04540000110864639,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kanban","display_name":"Kanban","score":0.9819999933242798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.8560000061988831},{"id":"https://openalex.org/keywords/production-optimization","display_name":"production optimization","score":0.6949999928474426},{"id":"https://openalex.org/keywords/lean-manufacturing","display_name":"lean manufacturing","score":0.6620000004768372},{"id":"https://openalex.org/keywords/pull-system","display_name":"pull system","score":0.7789999842643738},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7979999780654907},{"id":"https://openalex.org/keywords/tabu-search","display_name":"tabu search","score":0.9909999966621399},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"simulated annealing","score":1.0},{"id":"https://openalex.org/keywords/ant-colony-optimization","display_name":"ant colony optimization","score":1.0},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":0.6769999861717224},{"id":"https://openalex.org/keywords/production-flow-optimization","display_name":"production flow optimization","score":0.7609999775886536},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.7379999756813049}],"concepts":[{"id":"https://openalex.org/C2775914053","wikidata":"https://www.wikidata.org/wiki/Q18979","display_name":"Kanban","level":3,"score":0.6525999903678894},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.652400016784668},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5841000080108643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5511999726295471},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49309998750686646},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.36660000681877136},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35249999165534973},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3513999879360199},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.3433000147342682},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C137335462","wikidata":"https://www.wikidata.org/wiki/Q380772","display_name":"Lean manufacturing","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.29330000281333923},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.28360000252723694},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.26030001044273376},{"id":"https://openalex.org/C82753439","wikidata":"https://www.wikidata.org/wiki/Q1419090","display_name":"Industrial production","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C123370116","wikidata":"https://www.wikidata.org/wiki/Q1424540","display_name":"Tabu search","level":2,"score":0.25699999928474426}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.25092/baunfbed.1774838","doi":"https://doi.org/10.25092/baunfbed.1774838","is_oa":true,"landing_page_url":"https://doi.org/10.25092/baunfbed.1774838","pdf_url":"https://dergipark.org.tr/en/download/article-file/5198842","source":{"id":"https://openalex.org/S4306503987","display_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"1301-7985","issn":["1301-7985","2536-5142"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":"https://openalex.org/P4310318307","host_organization_name":"Bal\u0131kesir University","host_organization_lineage":["https://openalex.org/P4310318307"],"host_organization_lineage_names":["Bal\u0131kesir University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1774838","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/en/pub/baunfbed/article/1774838","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi, Vol. 28 No. 2","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.25092/baunfbed.1774838","doi":"https://doi.org/10.25092/baunfbed.1774838","is_oa":true,"landing_page_url":"https://doi.org/10.25092/baunfbed.1774838","pdf_url":"https://dergipark.org.tr/en/download/article-file/5198842","source":{"id":"https://openalex.org/S4306503987","display_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","issn_l":"1301-7985","issn":["1301-7985","2536-5142"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":"https://openalex.org/P4310318307","host_organization_name":"Bal\u0131kesir University","host_organization_lineage":["https://openalex.org/P4310318307"],"host_organization_lineage_names":["Bal\u0131kesir University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bal\u0131kesir \u00dcniversitesi Fen Bilimleri Enstit\u00fcs\u00fc Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.8970999717712402}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7171995480.pdf","grobid_xml":"https://content.openalex.org/works/W7171995480.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W9403874","https://openalex.org/W1200475354","https://openalex.org/W1545650515","https://openalex.org/W1965952982","https://openalex.org/W1977319405","https://openalex.org/W1978374101","https://openalex.org/W1986113624","https://openalex.org/W1987400245","https://openalex.org/W2005002443","https://openalex.org/W2005280154","https://openalex.org/W2029465702","https://openalex.org/W2038923053","https://openalex.org/W2040729858","https://openalex.org/W2041531097","https://openalex.org/W2046407376","https://openalex.org/W2052490102","https://openalex.org/W2054919022","https://openalex.org/W2058250559","https://openalex.org/W2062437331","https://openalex.org/W2091724122","https://openalex.org/W2092828986","https://openalex.org/W2132438418","https://openalex.org/W2135925161","https://openalex.org/W2143887864","https://openalex.org/W2327919571","https://openalex.org/W2473660331","https://openalex.org/W2793461594","https://openalex.org/W2888425227","https://openalex.org/W2901204682","https://openalex.org/W3011868177","https://openalex.org/W3110270860","https://openalex.org/W3210074897","https://openalex.org/W4321789464","https://openalex.org/W4408221967"],"related_works":["https://openalex.org/W4409559175","https://openalex.org/W2049713690","https://openalex.org/W1971912821","https://openalex.org/W4386902397","https://openalex.org/W7061330894","https://openalex.org/W2062437331","https://openalex.org/W4321789464","https://openalex.org/W3203873711","https://openalex.org/W1988563875","https://openalex.org/W7070690134"],"abstract_inverted_index":{"In":[0],"this":[1,33,158],"study,":[2,100],"technological":[3],"advancements":[4],"have":[5,30],"led":[6],"to":[7,43,168],"fundamental":[8],"transformations":[9],"in":[10,16,32,53,92,136,165,173],"the":[11,24,59,86,96,99,101,142,146,153,161,166],"methods":[12,109,172],"and":[13,48,55,78,106,121,140,194],"tools":[14,26],"used":[15],"lean":[17],"production":[18,57,80,150],"processes.":[19],"Kanban":[20,66,93,174],"cards,":[21],"one":[22],"of":[23,27,61,98,108,145,155],"primary":[25],"pull":[28],"systems,":[29],"evolved":[31],"transformation":[34],"process":[35],"from":[36,176],"being":[37,44],"merely":[38],"a":[39,177,183],"physical":[40],"signaling":[41],"tool":[42],"reshaped":[45],"with":[46],"digital":[47],"artificial":[49],"intelligence-based":[50],"solutions.":[51],"Especially":[52],"complex":[54],"dynamic":[56],"environments,":[58],"integration":[60],"AI-based":[62,89,170],"optimization":[63,90,124,171],"techniques":[64,132],"into":[65],"systems":[67,175],"is":[68],"increasingly":[69],"important":[70],"for":[71,191],"accelerating":[72,137],"decision-making":[73,138],"processes,":[74],"balancing":[75],"inventory":[76],"levels,":[77],"optimizing":[79],"flow.":[81],"This":[82],"study":[83,159],"systematically":[84],"reviews":[85],"literature":[87,167],"on":[88],"applications":[91],"systems.":[94],"Within":[95],"scope":[97],"use,":[102],"problem":[103],"types":[104],"addressed,":[105],"contributions":[107],"such":[110],"as":[111],"genetic":[112],"algorithms,":[113],"tabu":[114],"search,":[115],"simulated":[116],"annealing,":[117],"ant":[118],"colony":[119],"optimization,":[120],"particle":[122],"swarm":[123],"were":[125],"evaluated.":[126],"The":[127],"analysis":[128],"revealed":[129],"that":[130,186],"these":[131],"are":[133],"particularly":[134],"effective":[135],"processes":[139],"enhancing":[141],"adaptive":[143],"capacity":[144],"system":[147],"under":[148],"variable":[149],"conditions.":[151],"To":[152],"best":[154],"our":[156],"knowledge,":[157],"represents":[160],"first":[162],"systematic":[163],"review":[164],"examine":[169],"comprehensive":[178],"perspective.":[179],"Consequently,":[180],"it":[181],"provides":[182],"broad":[184],"framework":[185],"will":[187],"guide":[188],"future":[189],"research":[190],"both":[192],"academic":[193],"industrial":[195],"applications.":[196]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2026-08-01T00:00:00"}