{"id":"https://openalex.org/W4285207377","doi":"https://doi.org/10.1109/tr.2022.3161430","title":"Reliable Scheduling Algorithm for Space Debris Monitoring Resources Using Adaptive Multipopulation Differential Evolutionary Optimization With Reinforcement Learning","display_name":"Reliable Scheduling Algorithm for Space Debris Monitoring Resources Using Adaptive Multipopulation Differential Evolutionary Optimization With Reinforcement Learning","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4285207377","doi":"https://doi.org/10.1109/tr.2022.3161430"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2022.3161430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2022.3161430","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5085917109","display_name":"Man Zhao","orcid":"https://orcid.org/0000-0001-8882-2954"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Man Zhao","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8882-2954","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020221631","display_name":"Guo\u2010Yang Li","orcid":"https://orcid.org/0000-0002-5939-9293"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyang Li","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065859286","display_name":"Hui Li","orcid":"https://orcid.org/0000-0001-9198-3951"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005938167","display_name":"Shenglong Li","orcid":"https://orcid.org/0000-0003-2244-1184"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglong Li","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085917109"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":4.4622,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.944276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"71","issue":"2","first_page":"687","last_page":"697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.996399998664856,"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/T11701","display_name":"Space Satellite Systems and Control","score":0.996399998664856,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12449","display_name":"Spacecraft Design and Technology","score":0.9513000249862671,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/space-debris","display_name":"Space debris","score":0.6879774928092957},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6546677350997925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6199416518211365},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5725087523460388},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46379998326301575},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4387779235839844},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.43638184666633606},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.43631428480148315},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43364813923835754},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3609597086906433},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34248024225234985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23852300643920898},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22602683305740356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1616102159023285},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.154646098613739},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.12083122134208679},{"id":"https://openalex.org/keywords/spacecraft","display_name":"Spacecraft","score":0.08502325415611267}],"concepts":[{"id":"https://openalex.org/C18949120","wikidata":"https://www.wikidata.org/wiki/Q275450","display_name":"Space debris","level":3,"score":0.6879774928092957},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6546677350997925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6199416518211365},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5725087523460388},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46379998326301575},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4387779235839844},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.43638184666633606},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.43631428480148315},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43364813923835754},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3609597086906433},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34248024225234985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23852300643920898},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22602683305740356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1616102159023285},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.154646098613739},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.12083122134208679},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.08502325415611267},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/tr.2022.3161430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2022.3161430","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2031297901","https://openalex.org/W2081250338","https://openalex.org/W2112321948","https://openalex.org/W2115542698","https://openalex.org/W2131830737","https://openalex.org/W2330475874","https://openalex.org/W2569730043","https://openalex.org/W2806129165","https://openalex.org/W2810721968","https://openalex.org/W2901637833","https://openalex.org/W2995602901","https://openalex.org/W3007067773","https://openalex.org/W3039409693","https://openalex.org/W3049076525","https://openalex.org/W3082377584","https://openalex.org/W3100105995","https://openalex.org/W3121909995","https://openalex.org/W3122298316","https://openalex.org/W3176562522","https://openalex.org/W3177996161","https://openalex.org/W3204761298","https://openalex.org/W6675437180"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2394392475","https://openalex.org/W2069937987","https://openalex.org/W1571424162","https://openalex.org/W3168391725","https://openalex.org/W2235797280","https://openalex.org/W2319086340","https://openalex.org/W3199390665","https://openalex.org/W1825560194","https://openalex.org/W2126943800"],"abstract_inverted_index":{"The":[0],"continuing":[1],"growth":[2],"in":[3,29,57,76],"space":[4,24,61],"debris":[5,62],"has":[6],"posed":[7],"a":[8,44,53],"great":[9],"threat":[10],"to":[11,17,90,101],"on-orbit":[12,106],"operations.":[13],"It":[14],"is":[15],"urgent":[16],"implement":[18],"reliable":[19,95],"and":[20,27,32,72,87,94],"lasting":[21],"monitoring":[22,30,63,88],"of":[23,60,97,105],"debris.":[25],"Safety":[26],"diversity":[28],"devices":[31],"business":[33],"demands":[34],"makes":[35],"scheduling":[36,59],"system":[37],"resources":[38],"increasingly":[39],"complicated.":[40],"This":[41],"article":[42],"proposes":[43],"novel":[45],"adaptive":[46],"multipopulation":[47],"differential":[48],"evolutionary":[49],"algorithm":[50,69,100],"based":[51],"on":[52],"theoretical":[54],"model":[55],"specialized":[56],"the":[58,67,92,98,103],"resources.":[64],"Using":[65],"Q-learning,":[66],"proposed":[68,99],"adapts":[70],"self-learning":[71],"dynamic":[73],"adjustment":[74],"properties":[75],"population":[77],"proportion":[78],"parameters.":[79],"Experiments":[80],"are":[81],"performed":[82],"with":[83],"practical":[84],"batch":[85],"tasks":[86],"data":[89],"verify":[91],"effectiveness":[93],"utility":[96],"ensure":[102],"safety":[104],"operation.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}