Listar por autor "Miettinen, Kaisa"
Mostrando ítems 1-6 de 6
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An Interactive Evolutionary Multiobjective Optimization Method based on the WASF-GA Algorithm
Luque-Gallego, Mariano
; Miettinen, Kaisa; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén (2014-07-21)
We describe an interactive evolutionary algorithm to solve multiobjective optimization problems. It is based on a preference-based evolutionary multiobjective optimization algorithm called WASF-GA. In the interactive version ... -
Artificial decision maker driven by PSO: an approach for testing reference point based interactive methods
Ojalehto, Vesa; Nebro-Urbaneja, Antonio Jesús; Miettinen, Kaisa; Aldana-Montes, José Francisco; García-Nieto, José Manuel; Barba-González, Cristóbal[et al.] (2018-09-14)
Over the years, many interactive multiobjective optimization methods based on a reference point have been proposed. With a reference point, the decision maker indicates desirable objective function values to iteratively ... -
Comparando métodos interactivos de optimización multiobjetivo con decisores humanos: Análisis empírico y conclusiones.
Ruiz-Mora, Ana Belén; Ruiz-de-la-Rúa, Francisco; Afsar, Bekir; Silvennoinen, Johanna; Miettinen, Kaisa (2023)
Para aplicar métodos interactivos de optimización multiobjetivo, es necesario interactuar con un decisor que exprese sus preferencias. Debido al papel activo del decisor en el proceso de resolución, comparar el funcionamiento ... -
Comparison of Interactive Evolutionary Multiobjective Optimization Methods Using an Artificial Decision Maker
Ruiz-Mora, Ana Belén; Afsar, Bekir; Miettinen, Kaisa (2021-07)
In interactive evolutionary multiobjective optimization methods, preferences of a decision maker (DM), a domain expert, are iteratively incorporated to generate solutions that reflect the DM’s interests. When comparing ... -
Icons for Software Implementations of Interactive Multiobjective Optimization Methods: A Semantic Distance Study
Silvennoinen, Johanna; Lárraga Maldonado, Giomara; Ruiz-Mora, Ana Belén; Ruiz-de-la-Rúa, Francisco; Misitano, Giovanni; Miettinen, Kaisa; Ruiz-de-la-Rúa, Francisco[et al.] (Wiley, 2025-03-11)
Multiobjective optimization problems involve several conflicting objective functions to be optimised simultaneously and solu-tions to these problems represent different trade-offs. When applying interactive methods, a ... -
NAUTILUS Navigator: Búsqueda Interactiva de Soluciones en Optimización Multiobjetivo sin Trade-offs
Ruiz-Mora, Ana Belén; Ruiz-de-la-Rúa, Francisco; Delgado-Antequera, Laura; Miettinen, Kaisa; Ojalehto, Vesa (2018-07-09)
En este trabajo, se propone un método interactivo de ayuda a la decisión para resolver problemas de optimización multiobjetivo: NAUTILUS Navigator. En este método, el decisor explora libremente el espacio de objetivos ...