Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/17130 |
Resumo: | Stable matching problems have several practical applications. If preference lists are truncated and contain ties, finding a stable matching with maximal size is computationally difficult. We address this problem using a local search technique, based on Adaptive Search and present experimental evidence that this approach is much more efficient than state-of-the-art exact and approximate methods. Moreover, parallel versions (particularly versions with communication) improve performance so much that very large and hard instances can be solved quickly. |
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Solving Hard Stable Matching Problems via Local Search and Cooperative ParallelizationStable matching problems have several practical applications. If preference lists are truncated and contain ties, finding a stable matching with maximal size is computationally difficult. We address this problem using a local search technique, based on Adaptive Search and present experimental evidence that this approach is much more efficient than state-of-the-art exact and approximate methods. Moreover, parallel versions (particularly versions with communication) improve performance so much that very large and hard instances can be solved quickly.AAAI2016-01-29T17:39:41Z2016-01-292015-02-16T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/17130http://hdl.handle.net/10174/17130porDanny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, et al. Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization. 29th AAAI Conference on Artificial Intelligence, Jan 2015, Austin, TX, United States.https://hal-paris1.archives-ouvertes.fr/hal-01144214/documentndndspa@di.uevora.ptndndnd283Munera, DannyDiaz, DanielAbreu, SalvadorRossi, FrancescaSaraswat, VijayCodognet, Philippeinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:04:26Zoai:dspace.uevora.pt:10174/17130Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:09:23.365309Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
title |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
spellingShingle |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization Munera, Danny |
title_short |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
title_full |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
title_fullStr |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
title_full_unstemmed |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
title_sort |
Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization |
author |
Munera, Danny |
author_facet |
Munera, Danny Diaz, Daniel Abreu, Salvador Rossi, Francesca Saraswat, Vijay Codognet, Philippe |
author_role |
author |
author2 |
Diaz, Daniel Abreu, Salvador Rossi, Francesca Saraswat, Vijay Codognet, Philippe |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Munera, Danny Diaz, Daniel Abreu, Salvador Rossi, Francesca Saraswat, Vijay Codognet, Philippe |
description |
Stable matching problems have several practical applications. If preference lists are truncated and contain ties, finding a stable matching with maximal size is computationally difficult. We address this problem using a local search technique, based on Adaptive Search and present experimental evidence that this approach is much more efficient than state-of-the-art exact and approximate methods. Moreover, parallel versions (particularly versions with communication) improve performance so much that very large and hard instances can be solved quickly. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-02-16T00:00:00Z 2016-01-29T17:39:41Z 2016-01-29 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10174/17130 http://hdl.handle.net/10174/17130 |
url |
http://hdl.handle.net/10174/17130 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay Saraswat, et al. Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization. 29th AAAI Conference on Artificial Intelligence, Jan 2015, Austin, TX, United States. https://hal-paris1.archives-ouvertes.fr/hal-01144214/document nd nd spa@di.uevora.pt nd nd nd 283 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
AAAI |
publisher.none.fl_str_mv |
AAAI |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799136576442204160 |