{"id":"https://openalex.org/W2891525651","doi":"https://doi.org/10.1109/cscwd.2018.8465393","title":"Dynamic Markov-based Queuing Models and Strategies with Heterogeneous Processing Capabilities to Optimize Machine Utilization","display_name":"Dynamic Markov-based Queuing Models and Strategies with Heterogeneous Processing Capabilities to Optimize Machine Utilization","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2891525651","doi":"https://doi.org/10.1109/cscwd.2018.8465393","mag":"2891525651"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2018.8465393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","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/A5005435119","display_name":"Fuqing Zhao","orcid":"https://orcid.org/0000-0002-7336-9699"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuqing Zhao","raw_affiliation_strings":["School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101824033","display_name":"Xuan He","orcid":"https://orcid.org/0000-0002-0202-2700"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan He","raw_affiliation_strings":["School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103257513","display_name":"Weimin Ma","orcid":"https://orcid.org/0000-0003-1334-0250"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Ma","raw_affiliation_strings":["School of Economics and Management, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103256015","display_name":"Jianqiu Zhang","orcid":"https://orcid.org/0000-0003-2592-6195"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiu Zhang","raw_affiliation_strings":["School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067712887","display_name":"Chuck Zhang","orcid":"https://orcid.org/0000-0001-7681-5538"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuck Zhang","raw_affiliation_strings":["H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005435119"],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12927555,"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":"564","last_page":"569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9994999766349792,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9939000010490417,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9873999953269958,"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/queueing-theory","display_name":"Queueing theory","score":0.8462923765182495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7868403196334839},{"id":"https://openalex.org/keywords/queue-management-system","display_name":"Queue management system","score":0.6739450693130493},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6066199541091919},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.5917609930038452},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5836520791053772},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.48603302240371704},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4567805528640747},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4387328326702118},{"id":"https://openalex.org/keywords/fair-queuing","display_name":"Fair queuing","score":0.42190513014793396},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38400375843048096},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33462727069854736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1742931306362152},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.1644231677055359},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08796253800392151},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06748470664024353}],"concepts":[{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.8462923765182495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868403196334839},{"id":"https://openalex.org/C128220111","wikidata":"https://www.wikidata.org/wiki/Q4531011","display_name":"Queue management system","level":3,"score":0.6739450693130493},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6066199541091919},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.5917609930038452},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5836520791053772},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.48603302240371704},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4567805528640747},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4387328326702118},{"id":"https://openalex.org/C143647952","wikidata":"https://www.wikidata.org/wiki/Q1392979","display_name":"Fair queuing","level":5,"score":0.42190513014793396},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38400375843048096},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33462727069854736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1742931306362152},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.1644231677055359},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08796253800392151},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06748470664024353},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.0},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2018.8465393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2018.8465393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design ((CSCWD))","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":15,"referenced_works":["https://openalex.org/W1605973748","https://openalex.org/W2024085737","https://openalex.org/W2025763227","https://openalex.org/W2035922581","https://openalex.org/W2044693980","https://openalex.org/W2315318143","https://openalex.org/W2325348279","https://openalex.org/W2479656199","https://openalex.org/W2731571249","https://openalex.org/W2740701740","https://openalex.org/W2747755509","https://openalex.org/W2754679757","https://openalex.org/W2758657397","https://openalex.org/W4237138370","https://openalex.org/W6743765373"],"related_works":["https://openalex.org/W2361230975","https://openalex.org/W2581865514","https://openalex.org/W2622283040","https://openalex.org/W2913429341","https://openalex.org/W4388174918","https://openalex.org/W4241198902","https://openalex.org/W1535772705","https://openalex.org/W2368961776","https://openalex.org/W2392568926","https://openalex.org/W2367466460"],"abstract_inverted_index":{"In":[0],"the":[1,4,13,18,21,26,32,72,93,107,113],"production":[2,114,117,121],"system,":[3],"machine":[5,19],"processing":[6,38,54,66,87,95],"ability":[7],"is":[8,40,56,103],"unequal,":[9],"which":[10],"leads":[11],"to":[12],"low":[14],"utilization":[15],"rate":[16],"of":[17,25,46,116],"and":[20,60,97],"long":[22],"waiting":[23],"time":[24],"workpiece.":[27],"Aiming":[28],"at":[29,92],"these":[30],"problems,":[31],"Markov":[33],"queuing":[34,62,79,83,101,128],"model":[35,84,102],"with":[36,64,85],"unequal":[37,53,94],"capability":[39],"proposed.":[41,105],"A":[42],"dynamic":[43],"optimization":[44],"method":[45],"integrated":[47,126],"workshop":[48],"performance":[49],"indexes":[50],"based":[51],"on":[52],"capacities":[55],"studied.":[57],"The":[58,78],"M/M/2":[59],"M/M/3":[61],"models":[63],"Unequal":[65,86],"abilities":[67,88],"are":[68,89],"simulated":[69],"by":[70],"using":[71],"signal":[73],"simulation":[74],"module":[75],"in":[76,81],"Matlab.":[77],"rules":[80],"Markov's":[82],"optimized":[90],"aiming":[91],"capacities,":[96],"a":[98],"comprehensive":[99],"priority":[100,127],"also":[104],"Using":[106],"same":[108],"queue":[109],"rule":[110],"will":[111],"reduce":[112],"efficiency":[115],"system":[118],"under":[119],"different":[120],"intensity,":[122],"so":[123],"we":[124],"propose":[125],"model.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}