{"id":"https://openalex.org/W1543210123","doi":"https://doi.org/10.1109/cdc.2002.1184948","title":"Model predictive control for dynamic unreliable resource allocation","display_name":"Model predictive control for dynamic unreliable resource allocation","publication_year":2004,"publication_date":"2004-01-23","ids":{"openalex":"https://openalex.org/W1543210123","doi":"https://doi.org/10.1109/cdc.2002.1184948","mag":"1543210123"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2002.1184948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2002.1184948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE Conference on Decision and Control, 2002.","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/A5103073490","display_name":"David A. Casta\u00f1\u00f3n","orcid":"https://orcid.org/0000-0002-9635-9776"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"D.A. Castanon","raw_affiliation_strings":["ECE Department, Boston University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089201524","display_name":"Jerry M. Wohletz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J.M. Wohletz","raw_affiliation_strings":["Alpha Technologies, Inc., Burlington, MA, USA"],"affiliations":[{"raw_affiliation_string":"Alpha Technologies, Inc., Burlington, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103073490"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":null,"apc_paid":null,"fwci":13.1507,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98548077,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"3754","last_page":"3759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11053","display_name":"Process Optimization and Integration","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/cardinality","display_name":"Cardinality (data modeling)","score":0.8160351514816284},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7058472037315369},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.6952321529388428},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6586692333221436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517568826675415},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6317522525787354},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6045156717300415},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.5806000828742981},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5363444685935974},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5282235145568848},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5058121681213379},{"id":"https://openalex.org/keywords/bellman-equation","display_name":"Bellman equation","score":0.4869168996810913},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.4692651629447937},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4397450089454651},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4375793933868408},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.436015248298645},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.42544811964035034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25778716802597046},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25149327516555786},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.19781693816184998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1366698145866394}],"concepts":[{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.8160351514816284},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7058472037315369},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.6952321529388428},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6586692333221436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517568826675415},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6317522525787354},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6045156717300415},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.5806000828742981},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5363444685935974},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5282235145568848},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5058121681213379},{"id":"https://openalex.org/C14646407","wikidata":"https://www.wikidata.org/wiki/Q1430750","display_name":"Bellman equation","level":2,"score":0.4869168996810913},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.4692651629447937},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4397450089454651},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4375793933868408},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.436015248298645},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42544811964035034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25778716802597046},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25149327516555786},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.19781693816184998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1366698145866394},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2002.1184948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2002.1184948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st IEEE Conference on Decision and Control, 2002.","raw_type":"proceedings-article"},{"id":"pmh:ADA409519","is_oa":false,"landing_page_url":"http://oai.dtic.mil/oai/oai?&amp;verb=getRecord&amp;metadataPrefix=html&amp;identifier=ADA409519","pdf_url":null,"source":{"id":"https://openalex.org/S4406923043","display_name":"Defense Technical Information Center (DTIC)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"DTIC AND NTIS","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1521191617","https://openalex.org/W1848630723","https://openalex.org/W1931280659","https://openalex.org/W1978956894","https://openalex.org/W2047177545","https://openalex.org/W2059215370","https://openalex.org/W2098432798","https://openalex.org/W2098786679","https://openalex.org/W2106321966"],"related_works":["https://openalex.org/W4255265352","https://openalex.org/W4239477580","https://openalex.org/W2952594763","https://openalex.org/W4285537323","https://openalex.org/W2090698372","https://openalex.org/W4383890581","https://openalex.org/W2921905705","https://openalex.org/W4233178034","https://openalex.org/W2003293420","https://openalex.org/W2110376385"],"abstract_inverted_index":{"In":[0],"this":[1,76],"paper,":[2],"we":[3],"consider":[4],"a":[5,19,42,47,89],"class":[6],"of":[7,24,61,105,127,136],"unreliable":[8],"resource":[9,26,32,97],"allocation":[10,39],"problems":[11],"where":[12],"resources":[13],"assigned":[14],"may":[15],"fail":[16],"to":[17],"complete":[18],"task,":[20],"and":[21,50,73,82],"the":[22,59,69,99,106,128],"outcomes":[23],"past":[25],"allocations":[27,33],"are":[28,34],"observed":[29],"before":[30],"new":[31],"selected.":[35],"The":[36,84],"resulting":[37],"temporal":[38],"problem":[40],"is":[41,86],"stochastic":[43],"control":[44,51,71,92],"problem,":[45],"with":[46,58],"state":[48],"space":[49,52],"that":[53,75],"grow":[54],"exponentially":[55],"in":[56,88,116],"cardinality":[57],"number":[60],"tasks.":[62],"We":[63],"introduce":[64],"an":[65,111],"approximation":[66,77,85],"by":[67,110],"enlarging":[68],"admissible":[70],"space,":[72],"show":[74],"can":[78],"be":[79],"solved":[80],"exactly":[81],"efficiently.":[83],"used":[87],"model":[90],"predictive":[91],"(MPC)":[93],"algorithm.":[94],"For":[95],"single":[96],"problems,":[98],"MPC":[100],"algorithm":[101,115],"completes":[102],"over":[103,117,133],"98%":[104],"task":[107],"value":[108],"completed":[109],"optimal":[112,129],"dynamic":[113],"programming":[114],"1000":[118],"randomly":[119],"generated":[120],"problems.":[121],"On":[122],"average,":[123],"it":[124],"achieves":[125],"99.5%":[126],"performance":[130],"while":[131],"requiring":[132],"6":[134],"orders":[135],"magnitude":[137],"less":[138],"computation.":[139]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
