{"id":"https://openalex.org/W2968706380","doi":"https://doi.org/10.1109/tevc.2019.2934148","title":"A Data-Driven Parallel Scheduling Approach for Multiple Agile Earth Observation Satellites","display_name":"A Data-Driven Parallel Scheduling Approach for Multiple Agile Earth Observation Satellites","publication_year":2019,"publication_date":"2019-08-09","ids":{"openalex":"https://openalex.org/W2968706380","doi":"https://doi.org/10.1109/tevc.2019.2934148","mag":"2968706380"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2019.2934148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2934148","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5013555688","display_name":"Yonghao Du","orcid":"https://orcid.org/0000-0002-0162-6756"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghao Du","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-0162-6756","affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453684","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0003-2718-7437"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020307082","display_name":"Bin Xin","orcid":"https://orcid.org/0000-0001-9989-0418"},"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":"Bin Xin","raw_affiliation_strings":["School of Automation, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9989-0418","affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398661","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0001-8964-6454"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8964-6454","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091349611","display_name":"Yingguo Chen","orcid":"https://orcid.org/0000-0001-7722-5775"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingguo Chen","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003833479","display_name":"Lining Xing","orcid":"https://orcid.org/0000-0002-6983-4244"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lining Xing","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6983-4244","affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":55.7643,"has_fulltext":false,"cited_by_count":104,"citation_normalized_percentile":{"value":0.99701508,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"24","issue":"4","first_page":"679","last_page":"693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12288","display_name":"Optimization and Search Problems","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7464362382888794},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7311018705368042},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5577260255813599},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.4469272494316101},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.439902663230896},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.42120978236198425},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3726697266101837},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2908303737640381},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09800449013710022},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08526310324668884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7464362382888794},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7311018705368042},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5577260255813599},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.4469272494316101},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.439902663230896},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.42120978236198425},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3726697266101837},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2908303737640381},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09800449013710022},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08526310324668884},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"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/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2019.2934148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2019.2934148","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1470154883","display_name":null,"funder_award_id":"61873328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1612287478","display_name":null,"funder_award_id":"2014-92","funder_id":"https://openalex.org/F4320321769","funder_display_name":"Foundation for the Author of National Excellent Doctoral Dissertation of the People's Republic of China"},{"id":"https://openalex.org/G3200838583","display_name":null,"funder_award_id":"61525304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3636495802","display_name":null,"funder_award_id":"61773120","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"},{"id":"https://openalex.org/F4320321769","display_name":"Foundation for the Author of National Excellent Doctoral Dissertation of the People's Republic of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1526369036","https://openalex.org/W2014324950","https://openalex.org/W2024919170","https://openalex.org/W2033562329","https://openalex.org/W2038401229","https://openalex.org/W2045599420","https://openalex.org/W2052994838","https://openalex.org/W2057095767","https://openalex.org/W2079518747","https://openalex.org/W2100105079","https://openalex.org/W2101283092","https://openalex.org/W2110599800","https://openalex.org/W2111935653","https://openalex.org/W2114394687","https://openalex.org/W2134317344","https://openalex.org/W2142987654","https://openalex.org/W2148027993","https://openalex.org/W2204362653","https://openalex.org/W2225143533","https://openalex.org/W2320875380","https://openalex.org/W2321855760","https://openalex.org/W2333257440","https://openalex.org/W2472959939","https://openalex.org/W2605409691","https://openalex.org/W2767606171","https://openalex.org/W2769375375","https://openalex.org/W2773334424","https://openalex.org/W2799511443","https://openalex.org/W2868905238","https://openalex.org/W3152482762","https://openalex.org/W6680129433"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W2377713709","https://openalex.org/W2373973180","https://openalex.org/W2372008037","https://openalex.org/W2978148977","https://openalex.org/W3003077338","https://openalex.org/W2225350526","https://openalex.org/W1545991362"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,43,56,65,78,89,105,108,115,122,134,138,145,163,168,171,178],"large-scale":[3],"and":[4,34,112,177,190],"time-consuming":[5],"multiple":[6],"agile":[7],"earth":[8],"observation":[9],"satellite":[10,47,106],"(multi-AEOS)":[11],"scheduling":[12,20,37,91,96,124,160],"problems,":[13],"this":[14,40],"article":[15],"proposes":[16],"a":[17,26,30,35,49,68,119,157],"data-driven":[18],"parallel":[19,36,120],"approach,":[21,41,170],"which":[22,98],"is":[23,52,85],"composed":[24],"of":[25,46,59,137,167],"probability":[27,79,111],"prediction":[28,50,80,172],"model,":[29,81],"task":[31,69,103,179],"assignment":[32,83,180,192],"strategy,":[33],"manner.":[38],"In":[39,118],"given":[42],"historical":[44],"data":[45],"scheduling,":[48],"model":[51,173],"trained":[53],"based":[54,174],"on":[55,175],"cooperative":[57],"neuro-evolution":[58],"augmenting":[60],"topologies":[61],"(C-NEAT)":[62],"to":[63,104,130],"predict":[64],"probabilities":[66],"that":[67,144],"will":[70],"be":[71],"fulfilled":[72],"by":[73,77],"different":[74],"satellites.":[75],"Driven":[76],"an":[82,131],"strategy":[84,181],"adopted":[86],"for":[87],"dividing":[88],"multi-AEOS":[90],"problem":[92,116],"into":[93],"several":[94],"single-AEOS":[95,123],"subproblems,":[97],"can":[99],"adaptively":[100],"assign":[101],"each":[102],"with":[107,186],"highest":[109],"predicted":[110],"greatly":[113],"decrease":[114],"size.":[117],"manner,":[121],"subproblems":[125],"are":[126],"optimized,":[127],"respectively,":[128],"leading":[129],"acceleration":[132],"in":[133],"optimization":[135],"efficiency":[136],"original":[139],"problem.":[140],"Computational":[141],"experiments":[142],"indicate":[143],"proposed":[146,169],"approach":[147],"presents":[148],"better":[149],"overall":[150],"performance":[151],"than":[152],"other":[153,184],"state-of-the-art":[154],"methods":[155],"within":[156],"very":[158],"limited":[159],"time.":[161],"As":[162],"two":[164],"main":[165],"components":[166],"C-NEAT":[176],"also":[182],"outperform":[183],"models":[185],"traditional":[187],"training":[188],"algorithms":[189],"inadaptive":[191],"strategies,":[193],"respectively.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
