{"id":"https://openalex.org/W2923322060","doi":"https://doi.org/10.1109/tase.2019.2895369","title":"Automatic Design of Intercell Scheduling Heuristics","display_name":"Automatic Design of Intercell Scheduling Heuristics","publication_year":2019,"publication_date":"2019-03-20","ids":{"openalex":"https://openalex.org/W2923322060","doi":"https://doi.org/10.1109/tase.2019.2895369","mag":"2923322060"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2019.2895369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2019.2895369","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-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/A5103281018","display_name":"Dongni Li","orcid":"https://orcid.org/0000-0001-9524-7214"},"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":true,"raw_author_name":"Dongni Li","raw_affiliation_strings":["Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085768064","display_name":"Rongxin Zhan","orcid":"https://orcid.org/0000-0002-6334-4834"},"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":"Rongxin Zhan","raw_affiliation_strings":["Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Information Technology, School of Computer Science, 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 Systems, Inner Mongolia First Machinery Group Corporation, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission Systems, Inner Mongolia First Machinery Group Corporation, 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":["Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112424743","display_name":"Shuai Wang","orcid":"https://orcid.org/0009-0006-3933-6566"},"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":"Shuai Wang","raw_affiliation_strings":["Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103281018"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":0.6526,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75057027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"16","issue":"4","first_page":"1907","last_page":"1921"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998000264167786,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998000264167786,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9991000294685364,"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":0.9965999722480774,"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/heuristics","display_name":"Heuristics","score":0.7801015377044678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7220041751861572},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.7163048386573792},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6927749514579773},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5455578565597534},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.47423288226127625},{"id":"https://openalex.org/keywords/extant-taxon","display_name":"Extant taxon","score":0.4698549509048462},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.46842917799949646},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.458976686000824},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4417334496974945},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4307655394077301},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.41004276275634766},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3805006146430969},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36096319556236267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2522773742675781},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22679534554481506},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.10506483912467957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08154600858688354},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08120715618133545},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07344856858253479}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7801015377044678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7220041751861572},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.7163048386573792},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6927749514579773},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5455578565597534},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.47423288226127625},{"id":"https://openalex.org/C178300618","wikidata":"https://www.wikidata.org/wiki/Q1898509","display_name":"Extant taxon","level":2,"score":0.4698549509048462},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.46842917799949646},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.458976686000824},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4417334496974945},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4307655394077301},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.41004276275634766},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3805006146430969},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36096319556236267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2522773742675781},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22679534554481506},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.10506483912467957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08154600858688354},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08120715618133545},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07344856858253479},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2019.2895369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2019.2895369","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2086675367","display_name":null,"funder_award_id":"61763046","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1566877019","https://openalex.org/W1966991711","https://openalex.org/W1971316543","https://openalex.org/W1972928373","https://openalex.org/W1981029154","https://openalex.org/W1982002343","https://openalex.org/W1982804187","https://openalex.org/W1996993113","https://openalex.org/W1997058568","https://openalex.org/W2004631648","https://openalex.org/W2006533609","https://openalex.org/W2010480591","https://openalex.org/W2015948517","https://openalex.org/W2021185223","https://openalex.org/W2034155725","https://openalex.org/W2054708313","https://openalex.org/W2058919894","https://openalex.org/W2063506712","https://openalex.org/W2072395453","https://openalex.org/W2078528584","https://openalex.org/W2089217634","https://openalex.org/W2093386465","https://openalex.org/W2097006520","https://openalex.org/W2119924737","https://openalex.org/W2137138595","https://openalex.org/W2138857742","https://openalex.org/W2140494408","https://openalex.org/W2140833774","https://openalex.org/W2150994198","https://openalex.org/W2151042037","https://openalex.org/W2152038804","https://openalex.org/W2171705430","https://openalex.org/W2296218809","https://openalex.org/W2344265714","https://openalex.org/W2376793054","https://openalex.org/W2469549391","https://openalex.org/W2768739795","https://openalex.org/W3013865334","https://openalex.org/W6634000787","https://openalex.org/W6666170687","https://openalex.org/W6680300913","https://openalex.org/W6680887930","https://openalex.org/W6682411658","https://openalex.org/W7010779920"],"related_works":["https://openalex.org/W2091246427","https://openalex.org/W2029013302","https://openalex.org/W1589480767","https://openalex.org/W3036719625","https://openalex.org/W2010484697","https://openalex.org/W2545511463","https://openalex.org/W2372008037","https://openalex.org/W2184166483","https://openalex.org/W1523210215","https://openalex.org/W2978148977"],"abstract_inverted_index":{"Though":[0],"intercell":[1,34,66,135],"scheduling":[2,67,136],"problems":[3],"have":[4],"been":[5,38],"studied":[6],"in":[7,17,48,144],"the":[8,43,118,158],"literature,":[9],"extant":[10],"algorithms":[11],"can":[12],"hardly":[13],"come":[14],"into":[15,142],"play":[16],"practice.":[18],"This":[19],"is":[20,30,46,62,84,101,109,114,139],"because":[21],"of":[22,59,149,160],"two":[23],"reasons:":[24],"1)":[25],"transportation":[26,90],"among":[27,91],"cells,":[28],"which":[29,50],"important":[31],"for":[32,72],"practical":[33,73],"scheduling,":[35],"has":[36],"not":[37],"adequately":[39],"considered":[40],"and":[41,89,96,131,153],"2)":[42],"problem":[44],"size":[45],"large":[47,146],"practice,":[49],"may":[51],"lead":[52],"to":[53,63,116],"intolerable":[54],"computation":[55],"efficiency.":[56],"The":[57],"motivation":[58],"this":[60],"paper":[61],"automatically":[64],"design":[65],"heuristics":[68],"that":[69],"are":[70,93,123],"suitable":[71],"application.":[74],"A":[75,111],"genetic":[76],"programming":[77],"algorithm":[78],"with":[79,125,132],"a":[80,97,107,145],"pretraining":[81],"strategy":[82,113],"(GP-PS)":[83],"proposed.":[85],"Production":[86],"within":[87],"cells":[88,92],"simultaneously":[94],"considered,":[95],"cooperative":[98],"coevolutionary":[99],"framework":[100],"designed.":[102],"To":[103],"evolve":[104],"better":[105],"heuristics,":[106],"PS":[108],"developed.":[110],"speedup":[112,129],"designed":[115],"accelerate":[117],"evolutionary":[119],"process.":[120],"Comparative":[121],"experiments":[122,152],"conducted":[124],"other":[126],"GP-based":[127],"algorithms,":[128],"strategies,":[130],"some":[133],"state-of-the-art":[134],"algorithms.":[137],"GP-PS":[138],"also":[140],"put":[141],"use":[143],"manufacturing":[147],"enterprise":[148],"China.":[150],"Computational":[151],"application":[154],"results":[155],"both":[156],"verify":[157],"effectiveness":[159],"GP-PS.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
