{"id":"https://openalex.org/W2969186770","doi":"https://doi.org/10.23919/ecc.2019.8796116","title":"Primal Decomposition and Constraint Generation for Asynchronous Distributed Mixed-Integer Linear Programming","display_name":"Primal Decomposition and Constraint Generation for Asynchronous Distributed Mixed-Integer Linear Programming","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2969186770","doi":"https://doi.org/10.23919/ecc.2019.8796116","mag":"2969186770"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2019.8796116","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8796116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ieeexplore.ieee.org/abstract/document/8796116","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011466605","display_name":"Andrea Camisa","orcid":"https://orcid.org/0000-0001-8524-2540"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Camisa","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017893179","display_name":"Giuseppe Notarstefano","orcid":"https://orcid.org/0000-0002-0906-7848"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Notarstefano","raw_affiliation_strings":["Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Information Engineering, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011466605"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.1857,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55596322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9980999827384949,"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/T12288","display_name":"Optimization and Search Problems","score":0.9969000220298767,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7146198749542236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6344926953315735},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6219242215156555},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6007155179977417},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5867404341697693},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.5449527502059937},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.505598783493042},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.47408926486968994},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4648498594760895},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4526103436946869},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.44430387020111084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2840559482574463},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.22241172194480896}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7146198749542236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6344926953315735},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6219242215156555},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6007155179977417},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5867404341697693},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.5449527502059937},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.505598783493042},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.47408926486968994},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4648498594760895},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4526103436946869},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.44430387020111084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2840559482574463},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.22241172194480896},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc.2019.8796116","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8796116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/701955","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/8796116","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:cris.unibo.it:11585/701955","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/8796116","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5624658906","display_name":"Distributed Optimization Methods for Smart Cyber-Physical Networks","funder_award_id":"638992","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1734351387","https://openalex.org/W1861933864","https://openalex.org/W2022255443","https://openalex.org/W2042914239","https://openalex.org/W2045294654","https://openalex.org/W2082154838","https://openalex.org/W2101463931","https://openalex.org/W2110538410","https://openalex.org/W2142544818","https://openalex.org/W2149811681","https://openalex.org/W2798766386","https://openalex.org/W2806520131","https://openalex.org/W2953061366","https://openalex.org/W2962821801","https://openalex.org/W2963585731","https://openalex.org/W2964258970","https://openalex.org/W2964316998","https://openalex.org/W3102625885","https://openalex.org/W3123042499","https://openalex.org/W4244633107","https://openalex.org/W4288284293","https://openalex.org/W4297995346","https://openalex.org/W4300532303"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2766289720","https://openalex.org/W4285278887","https://openalex.org/W2365237642","https://openalex.org/W2995925505","https://openalex.org/W2773399470","https://openalex.org/W3116484972","https://openalex.org/W2941986668","https://openalex.org/W4232431455"],"abstract_inverted_index":{"In":[0,71],"this":[1,72],"paper,":[2],"we":[3,74,94],"deal":[4],"with":[5,12,34,86],"large-scale":[6],"Mixed":[7],"Integer":[8],"Linear":[9],"Programs":[10],"(MILPs)":[11],"coupling":[13],"constraints":[14],"that":[15,29,99],"must":[16],"be":[17,58],"solved":[18],"by":[19,60,107],"processors":[20],"over":[21,37],"networks.":[22,41],"We":[23,132],"propose":[24],"a":[25,31,45,50,63,67,83,96,124],"finite-time":[26,134],"distributed":[27,97],"algorithm":[28,139],"computes":[30],"feasible":[32,51,126],"solution":[33,52,127],"suboptimality":[35],"bounds":[36],"asynchronous":[38],"and":[39,109],"unreliable":[40],"As":[42],"shown":[43],"in":[44],"previous":[46],"work":[47],"of":[48,53,66,90,113,128,136],"ours,":[49],"the":[54,76,114,129,137,145,152],"considered":[55],"MILP":[56],"can":[57],"computed":[59],"resorting":[61],"to":[62,102,122],"primal":[64,77],"decomposition":[65,78],"suitable":[68],"problem":[69,81],"convexification.":[70],"paper":[73],"reformulate":[75],"resource":[79],"allocation":[80,106,118],"as":[82],"linear":[84],"program":[85],"an":[87,104],"exponential":[88],"number":[89],"unknown":[91,115],"constraints.":[92,116],"Then":[93],"design":[95],"protocol":[98],"allows":[100],"agents":[101],"compute":[103,123],"optimal":[105],"generating":[108],"exchanging":[110],"only":[111],"few":[112],"Each":[117],"is":[119],"iteratively":[120],"used":[121],"candidate":[125],"original":[130],"MILP.":[131],"establish":[133],"convergence":[135],"proposed":[138],"under":[140],"very":[141],"general":[142],"assumptions":[143],"on":[144],"communication":[146],"network.":[147],"A":[148],"numerical":[149],"example":[150],"corroborates":[151],"theoretical":[153],"results.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}