{"id":"https://openalex.org/W2953061366","doi":"https://doi.org/10.1109/cdc.2018.8619597","title":"A Primal Decomposition Method with Suboptimality Bounds for Distributed Mixed-Integer Linear Programming","display_name":"A Primal Decomposition Method with Suboptimality Bounds for Distributed Mixed-Integer Linear Programming","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2953061366","doi":"https://doi.org/10.1109/cdc.2018.8619597","mag":"2953061366"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2018.8619597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8619597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1811.03657","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/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Camisa","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 del Salento, Leece, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 del Salento, Leece, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007708568","display_name":"Ivano Notarnicola","orcid":"https://orcid.org/0000-0002-9841-3684"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivano Notarnicola","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 del Salento, Leece, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 del Salento, Leece, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"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, University of Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011466605"],"corresponding_institution_ids":["https://openalex.org/I142910587"],"apc_list":null,"apc_paid":null,"fwci":2.1496,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89185659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3391","last_page":"3396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9965000152587891,"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":0.9965000152587891,"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":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9865000247955322,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7355844974517822},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.682166337966919},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6603766679763794},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6473091244697571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6128532886505127},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5615611672401428},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.5457723140716553},{"id":"https://openalex.org/keywords/decomposition-method","display_name":"Decomposition method (queueing theory)","score":0.5337316393852234},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5081853866577148},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4686759114265442},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.4648405909538269},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.31473734974861145},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.283869206905365},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.10182109475135803}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7355844974517822},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.682166337966919},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6603766679763794},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6473091244697571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6128532886505127},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5615611672401428},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5457723140716553},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.5337316393852234},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5081853866577148},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4686759114265442},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.4648405909538269},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.31473734974861145},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.283869206905365},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.10182109475135803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/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/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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cdc.2018.8619597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8619597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1811.03657","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.03657","pdf_url":"https://arxiv.org/pdf/1811.03657","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/674566","is_oa":true,"landing_page_url":"http://hdl.handle.net/11585/674566","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:arXiv.org:1811.03657","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.03657","pdf_url":"https://arxiv.org/pdf/1811.03657","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W119278660","https://openalex.org/W1734351387","https://openalex.org/W1963529497","https://openalex.org/W1978250683","https://openalex.org/W1992445613","https://openalex.org/W2002745466","https://openalex.org/W2022255443","https://openalex.org/W2027741263","https://openalex.org/W2033773871","https://openalex.org/W2069725198","https://openalex.org/W2070585337","https://openalex.org/W2137427562","https://openalex.org/W2139211712","https://openalex.org/W2162597485","https://openalex.org/W2162986857","https://openalex.org/W2184047134","https://openalex.org/W2606482332","https://openalex.org/W2609535051","https://openalex.org/W2647837308","https://openalex.org/W2729566500","https://openalex.org/W2770132917","https://openalex.org/W2798766386","https://openalex.org/W2962821801","https://openalex.org/W2963183767","https://openalex.org/W2963585731","https://openalex.org/W2963835264","https://openalex.org/W2964229391","https://openalex.org/W2964348766","https://openalex.org/W4242130683","https://openalex.org/W4250589301","https://openalex.org/W4254313632","https://openalex.org/W4297995346","https://openalex.org/W4300532303","https://openalex.org/W6648201939","https://openalex.org/W6686444881"],"related_works":["https://openalex.org/W2983685817","https://openalex.org/W3092057765","https://openalex.org/W3202999461","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],"this":[1,56],"paper":[2],"we":[3],"deal":[4],"with":[5,21],"a":[6,14,22,26,42,61,71,77,82,121,131],"network":[7],"of":[8,52,60,85,102,106,151],"agents":[9,115],"seeking":[10],"to":[11,97,118,127],"solve":[12],"in":[13,41],"distributed":[15,43,73],"way":[16],"Mixed-Integer":[17],"Linear":[18],"Programs":[19],"(MILPs)":[20],"coupling":[23,63,87],"constraint":[24],"(modeling":[25],"limited":[27],"shared":[28],"resource)":[29],"and":[30,37,81,136],"local":[31,92],"constraints.":[32,88],"MILPs":[33],"are":[34,116,140],"NP-hard":[35],"problems":[36],"several":[38],"challenges":[39],"arise":[40],"framework,":[44],"so":[45],"that":[46],"looking":[47],"for":[48,65,142],"suboptimal":[49],"solutions":[50],"is":[51,125],"interest.":[53],"To":[54],"achieve":[55],"goal,":[57],"the":[58,86,107,143,149,152],"presence":[59],"linear":[62],"calls":[64],"tailored":[66],"decomposition":[67,79],"approaches.":[68],"We":[69],"propose":[70],"fully":[72],"algorithm":[74],"based":[75],"on":[76,111],"primal":[78],"approach":[80],"suitable":[83],"tightening":[84],"Agents":[89],"repeatedly":[90],"update":[91],"allocation":[93,101,113],"vectors,":[94,114],"which":[95,124],"converge":[96],"an":[98,103],"optimal":[99],"resource":[100],"approximate":[104],"version":[105],"original":[108],"problem.":[109],"Based":[110],"such":[112],"able":[117],"(locally)":[119],"compute":[120],"mixed-integer":[122],"solution,":[123],"guaranteed":[126],"be":[128],"feasible":[129],"after":[130],"sufficiently":[132],"large":[133],"time.":[134],"Asymptotic":[135],"finite-time":[137],"suboptimality":[138],"bounds":[139],"established":[141],"computed":[144],"solution.":[145],"Numerical":[146],"simulations":[147],"highlight":[148],"efficacy":[150],"proposed":[153],"methodology.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
