Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting
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| Format: | Artículo científico |
| Langue: | en |
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International Journal of Combinatorial Optimization Problems and Informatics
2016
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| _version_ | 1876445607870070784 |
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| author | Laura Cruz-Reyes |
| author_facet | Laura Cruz-Reyes |
| contents | Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting Laura Cruz-Reyes Eduardo Fernández Patricia Sánchez Claudia Gómez Computación multi M ulti criteria sorting interactive method incorporation of preferences Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM) into the optimization process and lead the search towards the Region of Interest (ROI). The DM’s preferences are expressed in a reference set and are reflected by an outranking model. This information is used by a multi - criteria sorting method to create selective pressure towards solutions that are satisfactory to the DM. Our method obtains a better characterization of the ROI when compared with the well known NSGA - II and A 2 - NSGA - III in simple and complex project portfolio problems. 2016 artículo científico 2007-1558 https://www.redalyc.org/articulo.oa?id=265254330004 en http://www.redalyc.org/revista.oa?id=2652 International Journal of Combinatorial Optimization Problems and Informatics application/pdf International Journal of Combinatorial Optimization Problems and Informatics International Journal of Combinatorial Optimization Problems and Informatics (México) Num.3 Vol.7 |
| format | Artículo científico |
| id | redalyc_265254330004 |
| institution | Redalyc |
| language | en |
| publishDate | 2016 |
| publisher | International Journal of Combinatorial Optimization Problems and Informatics |
| spellingShingle | Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting Laura Cruz-Reyes Computación multi M ulti criteria sorting interactive method incorporation of preferences Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting Laura Cruz-Reyes Eduardo Fernández Patricia Sánchez Claudia Gómez Computación multi M ulti criteria sorting interactive method incorporation of preferences Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM) into the optimization process and lead the search towards the Region of Interest (ROI). The DM’s preferences are expressed in a reference set and are reflected by an outranking model. This information is used by a multi - criteria sorting method to create selective pressure towards solutions that are satisfactory to the DM. Our method obtains a better characterization of the ROI when compared with the well known NSGA - II and A 2 - NSGA - III in simple and complex project portfolio problems. 2016 artículo científico 2007-1558 https://www.redalyc.org/articulo.oa?id=265254330004 en http://www.redalyc.org/revista.oa?id=2652 International Journal of Combinatorial Optimization Problems and Informatics application/pdf International Journal of Combinatorial Optimization Problems and Informatics International Journal of Combinatorial Optimization Problems and Informatics (México) Num.3 Vol.7 |
| title | Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting |
| topic | Computación multi M ulti criteria sorting interactive method incorporation of preferences |
| url | https://www.redalyc.org/articulo.oa?id=265254330004 |