With addressing multicriteria forest management Pareto frontier methods: An application in Portugal.
Main Author: | |
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Publication Date: | 2014 |
Other Authors: | , , , , |
Format: | Article |
Language: | por |
Source: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Download full: | http://hdl.handle.net/10174/12660 |
Summary: | The practice of multicriteria forest management planning is often complicated by the need to explicit a priori goals and preferences of the decisionmaker. This manuscript aims at describing an approach that may take advantage of a posteriori preference modeling to facilitate the specification of the levels of achievement of various objectives in a typical forest management planning framework. The goal is to provide information about nondominated points in the feasible set in the criteria space (FSCS) so that decisionmakers may take advantage of trade-off information. The emphasis is on demonstrating the potential of adaptive search methods to enhance decisions when three or more criteria are considered. The approach combines the use of mathematical programming and interactive decision maps techniques. It is shown how the estimation refinement method may be used to approximate the Pareto frontier of a typical model I linear programming model. It is further shown how the feasible goals method/interactive decision maps method may be used to retrieve a solution selected by stakeholders from interactive decision maps depicting the Pareto frontier. Results are discussed for a large-scale test application encompassing over 1 million ha of cork and holm oak forest ecosystems in southern Portugal |
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With addressing multicriteria forest management Pareto frontier methods: An application in Portugal.Forest management planningMultiple criteria decision makingPareto frontier methodsThe practice of multicriteria forest management planning is often complicated by the need to explicit a priori goals and preferences of the decisionmaker. This manuscript aims at describing an approach that may take advantage of a posteriori preference modeling to facilitate the specification of the levels of achievement of various objectives in a typical forest management planning framework. The goal is to provide information about nondominated points in the feasible set in the criteria space (FSCS) so that decisionmakers may take advantage of trade-off information. The emphasis is on demonstrating the potential of adaptive search methods to enhance decisions when three or more criteria are considered. The approach combines the use of mathematical programming and interactive decision maps techniques. It is shown how the estimation refinement method may be used to approximate the Pareto frontier of a typical model I linear programming model. It is further shown how the feasible goals method/interactive decision maps method may be used to retrieve a solution selected by stakeholders from interactive decision maps depicting the Pareto frontier. Results are discussed for a large-scale test application encompassing over 1 million ha of cork and holm oak forest ecosystems in southern PortugalSociety of American Foresters2015-02-19T13:16:13Z2015-02-192014-02-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/12660http://hdl.handle.net/10174/12660porBorges, J.G., Garcia-Gonzalo, J., Bushenkov, V., McDill, M.E., Marques, S., Oliveira, M.M. (2014) With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. Forest Science, Volume 60, Issue 1, pages 63-7263-720015-749Xhttp://www.scopus.com/inward/record.url?eid=2-s2.0-84893378248&partnerID=MN8TOARS#sthash.Ps8JU3Ci.dpuf60Forest Science1ndndbushen@uevora.ptndndmmo@uevora.pt211Borges, J.G.Garcia-Gonzalo, J.Bushenkov, V.McDill, M.E.Marques, S.Oliveira, M.M.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-01-03T18:57:53Zoai:dspace.uevora.pt:10174/12660Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T12:04:27.272599Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
title |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
spellingShingle |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. Borges, J.G. Forest management planning Multiple criteria decision making Pareto frontier methods |
title_short |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
title_full |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
title_fullStr |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
title_full_unstemmed |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
title_sort |
With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. |
author |
Borges, J.G. |
author_facet |
Borges, J.G. Garcia-Gonzalo, J. Bushenkov, V. McDill, M.E. Marques, S. Oliveira, M.M. |
author_role |
author |
author2 |
Garcia-Gonzalo, J. Bushenkov, V. McDill, M.E. Marques, S. Oliveira, M.M. |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Borges, J.G. Garcia-Gonzalo, J. Bushenkov, V. McDill, M.E. Marques, S. Oliveira, M.M. |
dc.subject.por.fl_str_mv |
Forest management planning Multiple criteria decision making Pareto frontier methods |
topic |
Forest management planning Multiple criteria decision making Pareto frontier methods |
description |
The practice of multicriteria forest management planning is often complicated by the need to explicit a priori goals and preferences of the decisionmaker. This manuscript aims at describing an approach that may take advantage of a posteriori preference modeling to facilitate the specification of the levels of achievement of various objectives in a typical forest management planning framework. The goal is to provide information about nondominated points in the feasible set in the criteria space (FSCS) so that decisionmakers may take advantage of trade-off information. The emphasis is on demonstrating the potential of adaptive search methods to enhance decisions when three or more criteria are considered. The approach combines the use of mathematical programming and interactive decision maps techniques. It is shown how the estimation refinement method may be used to approximate the Pareto frontier of a typical model I linear programming model. It is further shown how the feasible goals method/interactive decision maps method may be used to retrieve a solution selected by stakeholders from interactive decision maps depicting the Pareto frontier. Results are discussed for a large-scale test application encompassing over 1 million ha of cork and holm oak forest ecosystems in southern Portugal |
publishDate |
2014 |
dc.date.none.fl_str_mv |
2014-02-01T00:00:00Z 2015-02-19T13:16:13Z 2015-02-19 |
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/10174/12660 http://hdl.handle.net/10174/12660 |
url |
http://hdl.handle.net/10174/12660 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
Borges, J.G., Garcia-Gonzalo, J., Bushenkov, V., McDill, M.E., Marques, S., Oliveira, M.M. (2014) With addressing multicriteria forest management Pareto frontier methods: An application in Portugal. Forest Science, Volume 60, Issue 1, pages 63-72 63-72 0015-749X http://www.scopus.com/inward/record.url?eid=2-s2.0-84893378248&partnerID=MN8TOARS#sthash.Ps8JU3Ci.dpuf 60 Forest Science 1 nd nd bushen@uevora.pt nd nd mmo@uevora.pt 211 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Society of American Foresters |
publisher.none.fl_str_mv |
Society of American Foresters |
dc.source.none.fl_str_mv |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
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Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
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