Publicação
A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models
| Resumo: | Multi-objective optimization models have been increasingly used as optimal decisions are searched in settings considering several conflicting objectives. In these cases compromises must be made and often a large number of nondominated optimal solutions exist. From these solutions decisionmakers must find the preferred one. This is a difficult task both from a computational and cognitive point of views, as it requires several solutions to be obtained and compared. An interactive visualization tool for fully understanding the best trade-offs is therefore becoming increasingly important. This paper proposes visualization solutions, implemented in a tool, for aiding decision-makers in finding the preferred solution in multiobjective optimization problems. |
|---|---|
| Autores principais: | Lopes, Rui Borges |
| Outros Autores: | Sousa Santos, Beatriz; Ferreira, Carlos |
| Assunto: | Multi-objective optimization Visual exploration tool |
| Ano: | 2014 |
| País: | Portugal |
| Tipo de documento: | documento de conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade de Aveiro |
| Idioma: | inglês |
| Origem: | RIA - Repositório Institucional da Universidade de Aveiro |
| _version_ | 1866172801516306432 |
|---|---|
| author | Lopes, Rui Borges |
| author2 | Sousa Santos, Beatriz Ferreira, Carlos |
| author2_role | author author |
| author_facet | Lopes, Rui Borges Sousa Santos, Beatriz Ferreira, Carlos |
| author_role | author |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Lopes, Rui Borges\"},{\"Person.name\":\"Sousa Santos, Beatriz\"},{\"Person.name\":\"Ferreira, Carlos\"}] |
| datacite.creators.creator.creatorName.fl_str_mv | Lopes, Rui Borges Sousa Santos, Beatriz Ferreira, Carlos |
| datacite.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2018-01-25T15:43:08Z |
| datacite.date.embargoed.fl_str_mv | 2018-01-25T15:43:08Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Multi-objective optimization Visual exploration tool |
| datacite.titles.title.fl_str_mv | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| dc.creator.none.fl_str_mv | Lopes, Rui Borges Sousa Santos, Beatriz Ferreira, Carlos |
| dc.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2018-01-25T15:43:08Z |
| dc.date.embargoed.fl_str_mv | 2018-01-25T15:43:08Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10773/21848 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Multi-objective optimization Visual exploration tool |
| dc.title.fl_str_mv | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_c94f |
| description | Multi-objective optimization models have been increasingly used as optimal decisions are searched in settings considering several conflicting objectives. In these cases compromises must be made and often a large number of nondominated optimal solutions exist. From these solutions decisionmakers must find the preferred one. This is a difficult task both from a computational and cognitive point of views, as it requires several solutions to be obtained and compared. An interactive visualization tool for fully understanding the best trade-offs is therefore becoming increasingly important. This paper proposes visualization solutions, implemented in a tool, for aiding decision-makers in finding the preferred solution in multiobjective optimization problems. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | ria_5e3a4cfa93efd5d2e9cbfa5d5c86fa7e |
| identifier.url.fl_str_mv | http://hdl.handle.net/10773/21848 |
| instacron_str | ua |
| institution | Universidade de Aveiro |
| instname_str | Universidade de Aveiro |
| language | eng |
| network_acronym_str | ria |
| network_name_str | RIA - Repositório Institucional da Universidade de Aveiro |
| oai_identifier_str | oai:ria.ua.pt:10773/21848 |
| organization_str_mv | urn:organizationAcronym:ua |
| person_str_mv | Lopes, Rui Borges Sousa Santos, Beatriz Ferreira, Carlos |
| publishDate | 2014 |
| publisher.none.fl_str_mv | IEEE |
| reponame_str | RIA - Repositório Institucional da Universidade de Aveiro |
| repository_id_str | urn:repositoryAcronym:ria |
| service_str_mv | urn:repositoryAcronym:ria |
| spelling | porMulti-objective optimization models have been increasingly used as optimal decisions are searched in settings considering several conflicting objectives. In these cases compromises must be made and often a large number of nondominated optimal solutions exist. From these solutions decisionmakers must find the preferred one. This is a difficult task both from a computational and cognitive point of views, as it requires several solutions to be obtained and compared. An interactive visualization tool for fully understanding the best trade-offs is therefore becoming increasingly important. This paper proposes visualization solutions, implemented in a tool, for aiding decision-makers in finding the preferred solution in multiobjective optimization problems.application/pdfengIEEEporA Tool for Visually Exploring Multi-objective Mixed-Integer Optimization ModelsLopes, Rui BorgesSousa Santos, BeatrizFerreira, CarlosHandlehttp://hdl.handle.net/10773/21848ISBNIsPartOf978-1-4799-4103-2DOIIsPartOf10.1109/IV.2014.292018-01-25T15:43:08Z2014-01-01T00:00:00Z2014http://purl.org/coar/access_right/c_abf2open accessporMulti-objective optimizationporVisual exploration tool405334 byteshttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://ria.ua.pt/bitstream/10773/21848/1/Paper.pdfother research producthttp://purl.org/coar/resource_type/c_c94fconference object |
| spellingShingle | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models Lopes, Rui Borges Multi-objective optimization Visual exploration tool |
| status | SINGLETON |
| subject.fl_str_mv | Multi-objective optimization Visual exploration tool |
| title | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| title_full | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| title_fullStr | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| title_full_unstemmed | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| title_short | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| title_sort | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
| topic | Multi-objective optimization Visual exploration tool |
| topic_facet | Multi-objective optimization Visual exploration tool |
| url | http://hdl.handle.net/10773/21848 |
| visible | 1 |