{"id":"https://openalex.org/W2973865721","doi":"https://doi.org/10.1109/coase.2019.8842909","title":"A Novel Grammatical Evolution Algorithm for Automatic Design of Scheduling Heuristics","display_name":"A Novel Grammatical Evolution Algorithm for Automatic Design of Scheduling Heuristics","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2973865721","doi":"https://doi.org/10.1109/coase.2019.8842909","mag":"2973865721"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2019.8842909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","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/A5037745476","display_name":"Yifei Teng","orcid":"https://orcid.org/0000-0001-5321-3243"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Teng","raw_affiliation_strings":["School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069810673","display_name":"Shaofeng Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088511","display_name":"Inner Mongolia Electric Power (China)","ror":"https://ror.org/0041szh84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210088511"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofeng Du","raw_affiliation_strings":["State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission Devices, Inner Mongolia First Machinery Group Corporation, Baotou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission Devices, Inner Mongolia First Machinery Group Corporation, Baotou, China","institution_ids":["https://openalex.org/I4210088511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069091856","display_name":"Zhenjun Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088511","display_name":"Inner Mongolia Electric Power (China)","ror":"https://ror.org/0041szh84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210088511"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenjun Hong","raw_affiliation_strings":["State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission Devices, Inner Mongolia First Machinery Group Corporation, Baotou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission Devices, Inner Mongolia First Machinery Group Corporation, Baotou, China","institution_ids":["https://openalex.org/I4210088511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033461419","display_name":"Xuhui Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Wu","raw_affiliation_strings":["School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102053189","display_name":"Yunna Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102412","display_name":"Yan'an University","ror":"https://ror.org/01dyr7034","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunna Tian","raw_affiliation_strings":["College of Mathematics and Computer Science, Yan&#x2019;an University, Yan\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Yan&#x2019;an University, Yan\u2019an, China","institution_ids":["https://openalex.org/I4210102412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091219613","display_name":"Dongni Li","orcid":"https://orcid.org/0000-0003-2713-4511"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongni Li","raw_affiliation_strings":["School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science &#x0026; Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13982404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"579","last_page":"584"},"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":0.9994000196456909,"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":0.996399998664856,"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/grammatical-evolution","display_name":"Grammatical evolution","score":0.778389036655426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305561900138855},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6915946006774902},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5799936056137085},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4840804636478424},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.45013514161109924},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43446269631385803},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4224238991737366},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3707318603992462},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3215632140636444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27130937576293945},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.22447040677070618},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.16079798340797424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1238267719745636}],"concepts":[{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.778389036655426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305561900138855},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6915946006774902},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5799936056137085},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4840804636478424},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.45013514161109924},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43446269631385803},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4224238991737366},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3707318603992462},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3215632140636444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27130937576293945},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.22447040677070618},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.16079798340797424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1238267719745636},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"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":1,"locations":[{"id":"doi:10.1109/coase.2019.8842909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1979378711","https://openalex.org/W1981029154","https://openalex.org/W1982002343","https://openalex.org/W1997663567","https://openalex.org/W2000435640","https://openalex.org/W2034155725","https://openalex.org/W2063506712","https://openalex.org/W2072395453","https://openalex.org/W2072441740","https://openalex.org/W2103000857","https://openalex.org/W2137138595","https://openalex.org/W2296218809","https://openalex.org/W2768739795","https://openalex.org/W3013865334","https://openalex.org/W6675317716"],"related_works":["https://openalex.org/W2318447304","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W1997369325","https://openalex.org/W2440364284","https://openalex.org/W3121175838","https://openalex.org/W1998264267","https://openalex.org/W2590464722","https://openalex.org/W1973203099"],"abstract_inverted_index":{"There":[0],"are":[1,95,104,116],"two":[2,70],"reasons":[3],"making":[4],"the":[5,19,27,30,34,38,44,57,90,99,107,110],"existing":[6],"intercell":[7,58],"scheduling":[8,31,59],"algorithms":[9],"hardly":[10],"be":[11],"put":[12],"into":[13,69],"use":[14],"in":[15,98],"practice.":[16],"One":[17],"is":[18,37,53,67,82],"negligence":[20],"of":[21,29,114],"transportation":[22,63],"among":[23],"cells":[24],"that":[25,42],"affects":[26],"accuracy":[28],"solutions,":[32],"and":[33,75,97,112],"other":[35],"one":[36],"large":[39],"problem":[40,60,66],"size":[41],"decrease":[43],"computation":[45],"efficiency.":[46],"A":[47,79],"novel":[48],"grammatical":[49],"evolution":[50],"(NGE)":[51],"algorithm":[52],"proposed":[54],"to":[55,84],"address":[56],"with":[61],"limited":[62],"capacity.":[64],"This":[65],"divided":[68],"subproblems:":[71],"sequencing":[72],"for":[73,77],"parts":[74],"routing":[76],"vehicles.":[78],"two-stage":[80],"evolutionary":[81],"developed":[83],"evolve":[85],"better":[86],"heuristic":[87],"rules.":[88],"In":[89],"first":[91],"stage,":[92],"string-form":[93],"individuals":[94,103],"evolved,":[96],"second":[100],"one,":[101],"tree-form":[102],"evolved.":[105],"Through":[106],"comparative":[108],"experiments,":[109],"effectiveness":[111],"efficiency":[113],"NGE":[115],"verified.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
