Please use this identifier to cite or link to this item:
http://hdl.handle.net/10773/21848
Title: | A Tool for Visually Exploring Multi-objective Mixed-Integer Optimization Models |
Author: | Lopes, Rui Borges Sousa Santos, Beatriz Ferreira, Carlos |
Keywords: | Multi-objective optimization Visual exploration tool |
Issue Date: | 2014 |
Publisher: | IEEE |
Abstract: | 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. |
Peer review: | yes |
URI: | http://hdl.handle.net/10773/21848 |
DOI: | 10.1109/IV.2014.29 |
ISBN: | 978-1-4799-4103-2 |
Appears in Collections: | CIDMA - Comunicações DEGEIT - Comunicações DETI - Comunicações IEETA - Comunicações OGTCG - Comunicações |
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