{"id":"https://openalex.org/W4315783500","doi":"https://doi.org/10.1109/icnsc55942.2022.10004121","title":"Scheduling a Permutation Flow Shop in the Context of Industry 4.0","display_name":"Scheduling a Permutation Flow Shop in the Context of Industry 4.0","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4315783500","doi":"https://doi.org/10.1109/icnsc55942.2022.10004121"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc55942.2022.10004121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc55942.2022.10004121","pdf_url":null,"source":{"id":"https://openalex.org/S4363608241","display_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5087981294","display_name":"Yaping Fu","orcid":"https://orcid.org/0000-0001-8645-6647"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I44468530","display_name":"Qingdao University of Technology","ror":"https://ror.org/01qzc0f54","country_code":"CN","type":"education","lineage":["https://openalex.org/I44468530"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Fu","raw_affiliation_strings":["School of Business, Qingdao University,Qingdao,China","School of Business, Qingdao University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Qingdao University,Qingdao,China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I44468530"]},{"raw_affiliation_string":"School of Business, Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659547","display_name":"Yushuang Hou","orcid":"https://orcid.org/0009-0009-7339-8789"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushuang Hou","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University,Shenyang,China","College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088574552","display_name":"Xiwang Guo","orcid":"https://orcid.org/0000-0002-9142-1251"},"institutions":[{"id":"https://openalex.org/I166846921","display_name":"Liaoning Shihua University","ror":"https://ror.org/00k6c4h29","country_code":"CN","type":"education","lineage":["https://openalex.org/I166846921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiwang Guo","raw_affiliation_strings":["College of Computer and Communication Engineering, Liaoning Shihua University,Fushun,China","College of Computer and Communication Engineering, Liaoning Shihua University, Fushun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Communication Engineering, Liaoning Shihua University,Fushun,China","institution_ids":["https://openalex.org/I166846921"]},{"raw_affiliation_string":"College of Computer and Communication Engineering, Liaoning Shihua University, Fushun, China","institution_ids":["https://openalex.org/I166846921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046114805","display_name":"Liang Qi","orcid":"https://orcid.org/0000-0002-0762-5607"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Qi","raw_affiliation_strings":["College of Computer Science and Technology, Shandong University of Science and Technology,Qingdao,China","College of Computer Science and Technology, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Shandong University of Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"College of Computer Science and Technology, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100674676","display_name":"Hongfeng Wang","orcid":"https://orcid.org/0000-0002-8954-0876"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfeng Wang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University,Shenyang,China","College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University,Shenyang,China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9987000226974487,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9965000152587891,"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/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.7637807130813599},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.7598733305931091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6785033941268921},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6186578273773193},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.5645059943199158},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5328980088233948},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5149415135383606},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5023047924041748},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4857330918312073},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4518151581287384},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.451321542263031},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43045151233673096},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3493894338607788},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20284923911094666},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20022091269493103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18782666325569153},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14567062258720398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13352560997009277}],"concepts":[{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.7637807130813599},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.7598733305931091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785033941268921},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6186578273773193},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.5645059943199158},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5328980088233948},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5149415135383606},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5023047924041748},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4857330918312073},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4518151581287384},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.451321542263031},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43045151233673096},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3493894338607788},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20284923911094666},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20022091269493103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18782666325569153},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14567062258720398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13352560997009277},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc55942.2022.10004121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc55942.2022.10004121","pdf_url":null,"source":{"id":"https://openalex.org/S4363608241","display_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2136826676","display_name":null,"funder_award_id":"2021YFF0901300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W363083640","https://openalex.org/W1972133966","https://openalex.org/W1983974888","https://openalex.org/W2014072442","https://openalex.org/W2039477342","https://openalex.org/W2061885878","https://openalex.org/W2063345867","https://openalex.org/W2070665593","https://openalex.org/W2089306248","https://openalex.org/W2090464551","https://openalex.org/W2106905228","https://openalex.org/W2774422817","https://openalex.org/W2939395981","https://openalex.org/W3000090293","https://openalex.org/W3006129658","https://openalex.org/W3023901990","https://openalex.org/W3037878688","https://openalex.org/W3048322856","https://openalex.org/W3120613588","https://openalex.org/W3128956312","https://openalex.org/W3137007432","https://openalex.org/W3159351996","https://openalex.org/W3184078521","https://openalex.org/W3198106940","https://openalex.org/W3213093646","https://openalex.org/W4205286934","https://openalex.org/W4206602097"],"related_works":["https://openalex.org/W2895647686","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W1988293173","https://openalex.org/W3177681191","https://openalex.org/W2103576719","https://openalex.org/W2947560935","https://openalex.org/W2039847237","https://openalex.org/W2997917529","https://openalex.org/W1979249555"],"abstract_inverted_index":{"Industry":[0,10,142],"4.0":[1],"has":[2],"attracted":[3],"much":[4],"concern":[5],"in":[6,18,29,104,132,138],"recent":[7],"years,":[8],"and":[9,39,87,112,122],"4.0-based":[11],"manufacturing":[12,31],"systems":[13],"have":[14],"been":[15],"widely":[16],"employed":[17],"industrial":[19],"areas.":[20],"Processing":[21],"quality":[22,53],"is":[23,56,73],"seen":[24],"as":[25],"an":[26],"important":[27],"objective":[28],"a":[30,46,67,95],"process":[32],"because":[33],"it":[34,114,129],"greatly":[35],"affects":[36],"operation":[37],"cost":[38],"reliability.":[40],"This":[41],"work":[42,126],"aims":[43],"to":[44,82],"schedule":[45],"permutation":[47],"flow":[48],"shop":[49],"such":[50],"that":[51,128],"processing":[52],"of":[54,141],"jobs":[55],"maximized":[57],"while":[58],"meeting":[59],"makespan":[60],"requirements.":[61],"To":[62],"cope":[63],"with":[64,115],"this":[65,125],"problem,":[66],"two-stage":[68],"hybrid":[69],"shuffled":[70],"frog-leaping":[71],"algorithm":[72],"developed.":[74],"Its":[75],"first":[76],"stage":[77],"applies":[78],"five":[79],"crossover":[80],"methods":[81],"produce":[83],"new":[84,91],"solutions":[85,92],"adaptively,":[86],"second":[88],"one":[89],"generates":[90],"by":[93],"employing":[94],"probability":[96],"matrix":[97],"constructed":[98],"based":[99],"on":[100],"the":[101,116,134,139],"information":[102],"found":[103],"its":[105],"search":[106,121],"process.":[107],"By":[108],"carrying":[109],"out":[110],"simulations":[111],"comparing":[113],"CPLEX,":[117],"genetic":[118],"algorithm,":[119],"harmony":[120],"differential":[123],"evolution,":[124],"concludes":[127],"performs":[130],"well":[131],"handling":[133],"newly":[135],"formulated":[136],"problem":[137],"context":[140],"4.0.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}