{"id":"https://openalex.org/W4404244096","doi":"https://doi.org/10.1287/moor.2020.0334","title":"Dynamic Resource Allocation: The Geometry and Robustness of Constant Regret","display_name":"Dynamic Resource Allocation: The Geometry and Robustness of Constant Regret","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404244096","doi":"https://doi.org/10.1287/moor.2020.0334"},"language":"en","primary_location":{"id":"doi:10.1287/moor.2020.0334","is_oa":false,"landing_page_url":"https://doi.org/10.1287/moor.2020.0334","pdf_url":null,"source":{"id":"https://openalex.org/S55826652","display_name":"Mathematics of Operations Research","issn_l":"0364-765X","issn":["0364-765X","1526-5471"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315699","host_organization_name":"Institute for Operations Research and the Management Sciences","host_organization_lineage":["https://openalex.org/P4310315699"],"host_organization_lineage_names":["Institute for Operations Research and the Management Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematics of Operations Research","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/A5022452856","display_name":"Alberto Vera","orcid":"https://orcid.org/0000-0003-0569-8623"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alberto Vera","raw_affiliation_strings":["School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850","School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850;"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850;","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063956175","display_name":"Alessandro Arlotto","orcid":"https://orcid.org/0000-0003-2705-9814"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alessandro Arlotto","raw_affiliation_strings":["The Fuqua School of Business, Duke University, Durham, North Carolina 27708","The Fuqua School of Business, Duke University, Durham, North Carolina 27708;"],"affiliations":[{"raw_affiliation_string":"The Fuqua School of Business, Duke University, Durham, North Carolina 27708","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"The Fuqua School of Business, Duke University, Durham, North Carolina 27708;","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030941135","display_name":"Itai Gurvich","orcid":"https://orcid.org/0000-0001-9746-7755"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Itai Gurvich","raw_affiliation_strings":["School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850","School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850;"],"affiliations":[{"raw_affiliation_string":"School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"School of Operations Research and Information Engineering, Cornell University, Ithaca, New York 14850;","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013255446","display_name":"Eli Levin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eli Levin","raw_affiliation_strings":["Smack Technologies, Los Angeles, California 90024"],"affiliations":[{"raw_affiliation_string":"Smack Technologies, Los Angeles, California 90024","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022452856"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":0.3488,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61514437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"50","issue":"4","first_page":"2834","last_page":"2872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.987500011920929,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7405309081077576},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7196213006973267},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.7157102823257446},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.5677006840705872},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5213162302970886},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4808250665664673},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.39009594917297363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20418846607208252},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07148995995521545}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7405309081077576},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7196213006973267},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.7157102823257446},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.5677006840705872},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5213162302970886},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4808250665664673},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.39009594917297363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20418846607208252},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07148995995521545},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1287/moor.2020.0334","is_oa":false,"landing_page_url":"https://doi.org/10.1287/moor.2020.0334","pdf_url":null,"source":{"id":"https://openalex.org/S55826652","display_name":"Mathematics of Operations Research","issn_l":"0364-765X","issn":["0364-765X","1526-5471"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315699","host_organization_name":"Institute for Operations Research and the Management Sciences","host_organization_lineage":["https://openalex.org/P4310315699"],"host_organization_lineage_names":["Institute for Operations Research and the Management Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematics of Operations Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W74203006","https://openalex.org/W197645899","https://openalex.org/W1589574557","https://openalex.org/W1762430620","https://openalex.org/W1986352749","https://openalex.org/W1990883342","https://openalex.org/W1992769584","https://openalex.org/W1995643834","https://openalex.org/W2015563522","https://openalex.org/W2073826297","https://openalex.org/W2104317982","https://openalex.org/W2126769627","https://openalex.org/W2142685445","https://openalex.org/W2144273693","https://openalex.org/W2144884795","https://openalex.org/W2766449057","https://openalex.org/W3091294351","https://openalex.org/W3100614605","https://openalex.org/W3124309159","https://openalex.org/W3143334439","https://openalex.org/W4247804722","https://openalex.org/W4256307687"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2101991911","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W3123835761","https://openalex.org/W118270247"],"abstract_inverted_index":{"We":[0,69,114,225],"study":[1],"a":[2,45,50,71,190,222,255],"family":[3],"of":[4,11,56,74,78,118,141,160,171,211,216,234,250,276],"dynamic":[5],"resource":[6,33,67],"allocation":[7],"problems,":[8],"wherein":[9],"requests":[10,109],"different":[12],"types":[13],"arrive":[14],"over":[15],"time":[16],"and":[17,32,89,107,147,202],"are":[18],"accepted":[19],"or":[20],"rejected.":[21],"Each":[22],"request":[23],"type":[24,55],"is":[25,42,64,144,156,229,258],"characterized":[26],"by":[27,44,98,272],"its":[28],"reward,":[29],"arrival":[30],"probability,":[31],"consumption.":[34],"An":[35],"upper":[36,136,253],"bound":[37,137],"for":[38,167],"the":[39,75,116,119,132,139,153,161,168,172,176,196,209,212,217,235,240,247,251,264,273],"collected":[40],"reward":[41],"given":[43],"linear":[46,61],"optimization":[47],"problem":[48,173],"with":[49,246],"random":[51],"right-hand":[52],"side.":[53],"This":[54,164,268],"problem,":[57],"known":[58],"as":[59,111,189],"packing":[60,80,102],"program":[62],"(LP),":[63],"ubiquitous":[65],"in":[66,104,122,138,174,194,238,261],"allocation.":[68],"provide":[70],"detailed":[72],"characterization":[73],"parametric":[76],"structure":[77],"this":[79,84,100],"LP.":[81],"Relying":[82],"on":[83,91,208],"geometric":[85,120],"understanding,":[86],"we":[87],"revisit":[88],"expand":[90],"BudgetRatio":[92,126],"algorithms":[93],"that":[94,124,143,219,227,257],"achieve":[95],"constant":[96,128],"regret":[97,129,155],"resolving":[99],"same":[101],"LP":[103,218],"each":[105],"period":[106],"accepting":[108],"scored":[110],"sufficiently":[112],"valuable.":[113],"illustrate":[115],"benefits":[117],"view":[121],"proving":[123],"(i)":[125],"achieves":[127],"relative":[130],"to":[131,158,179,231],"offline":[133,252],"(full":[134],"information)":[135],"presence":[140],"inventory":[142],"(slowly)":[145],"restocked,":[146],"(ii)":[148],"within":[149],"explicitly":[150],"identifiable":[151],"bounds,":[152],"algorithm\u2019s":[154],"robust":[157],"misspecification":[159],"model":[162],"parameters.":[163],"gives":[165],"bounds":[166],"bandits":[169],"version":[170],"which":[175,195,239],"parameters":[177],"have":[178],"be":[180,200],"learned.":[181],"(iii)":[182],"The":[183],"algorithm":[184,193,242],"has":[185],"an":[186],"equivalent":[187],"formulation":[188],"generalized":[191],"bid-price":[192],"bid":[197],"prices":[198],"can":[199],"adaptively":[201],"efficiently":[203],"computed.":[204],"Our":[205],"analysis":[206],"focuses":[207],"evolution":[210],"remaining":[213],"inventory\u2014in":[214],"turn":[215],"drives":[220],"BudgetRatio\u2014as":[221],"stochastic":[223],"process.":[224],"prove":[226],"it":[228],"attracted":[230],"sticky":[232],"regions":[233],"state":[236],"space":[237],"online":[241],"takes":[243],"actions":[244],"consistent":[245],"optimal":[248],"basis":[249,256],"bound,":[254],"revealed":[259],"only":[260],"hindsight":[262],"at":[263],"horizon\u2019s":[265],"end.":[266],"Funding:":[267],"work":[269],"was":[270],"supported":[271],"U.S.":[274],"Department":[275],"Defense":[277],"[Grant":[278],"W911NF-20-C-0008].":[279]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-20T23:13:51.555489","created_date":"2025-10-10T00:00:00"}
