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Listar LCC - Conferencias Científicas por autor "Nebro-Urbaneja, Antonio Jesús"
Mostrando ítems 1-9 de 9
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A Multi-Objective Optimization Framework for Multiple Sequence Alignment with Metaheuristics
Zambrano-Vega, Cristian; Nebro-Urbaneja, Antonio Jesús; García-Nieto, José Manuel; Aldana-Montes, José Francisco (2017-05-02)The alignment of more than two biological sequences is a widely used technique in a number of areas of computational biology. However, finding an optimal alignment has been shown to be an NP-complete optimization problem. ... -
About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimization Framework
Benítez-Hidalgo, Antonio; Nebro-Urbaneja, Antonio Jesús; Durillo, Juan J.; García-Nieto, José Manuel; López-Camacho, Esteban; Barba-González, Cristóbal; Aldana-Montes, José Francisco[et al.] (2018-11-05)Multi-objective optimization with metaheuristics is an active and popular research field which is supported by the availability of software frameworks providing algorithms, benchmark problems, quality indicators and other ... -
Algoritmo Evolutivo Multi-Objectivo para la Toma de Decisiones Interactiva en Optimización Dinámica
Barba-González, Cristóbal; García-Nieto, José Manuel; Ruiz-Mora, Ana Belén; Nebro-Urbaneja, Antonio Jesús; Luque-Gallego, Mariano; Aldana-Montes, José Francisco[et al.] (2018-11-09)Debido al creciente interés en el análisis de datos en streaming en entornos Big Data para la toma de decisiones, cada vez es más común la aparición de problemas de optimización dinámica que involucran dos o más objetivos ... -
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 ... -
Docking Inter/Intra-Molecular Mediante Metaheurísticas Multi-objetivo
López-Camacho, Esteban; García Godoy, María Jesús; García-Nieto, José Manuel; Nebro-Urbaneja, Antonio Jesús; Aldana-Montes, José Francisco (2015-02-11)El Acoplamiento Molecular (Molecular Docking) es un problema de optimización de gran complejidad que consiste en predecir la orientación de dos moléculas: el ligando y el receptor, de manera que formen un complejo molecular ... -
Un Framework para Big Data Optimization Basado en jMetal y Spark
Barba-González, Cristóbal; Nebro-Urbaneja, Antonio Jesús; García-Nieto, José Manuel; Cordero Benítez, José Andrés; Durillo, Juan J.; Navas-Delgado, Ismael; Aldana-Montes, José Francisco[et al.] (2016)Las metaheurísticas multi-objetivo se han convertido en técnicas muy utilizadas para la resolución de problemas complejos de optimización compuestos de varias funciones objetivo en conflicto entre sí. Nos encontramos en ... -
Injecting domain knowledge in multi-objective optimization problems: A semantic approach
Barba-González, Cristóbal; Nebro-Urbaneja, Antonio Jesús; García-Nieto, José Manuel; Roldán-García, María del Mar; Navas-Delgado, Ismael; Aldana-Montes, José Francisco[et al.] (Actas de las XXVI Jornadas de Ingeniería del Software y Bases de Datos, 2022-09-05)In the field of complex problem optimization with me-taheuristics, semantics has been used for modeling different aspects, such as: problem characterization, parameters, decision-maker's preferences, or algorithms. However, ... -
Multi-Objective Big Data Optimization with jMetal and Spark
Barba-González, Cristóbal; García-Nieto, José Manuel; Aldana-Montes, José Francisco; Nebro-Urbaneja, Antonio Jesús (2017-04-20)Big Data Optimization is the term used to refer to optimization problems which have to manage very large amounts of data. In this paper, we focus on the parallelization of metaheuristics with the Apache Spark cluster ... -
Redesigning the jMetal Multi-Objective Optimization Framework
Nebro-Urbaneja, Antonio Jesús; Durillo, Juan J.; Vergne, Matthieu (2015-07-23)jMetal, an open source, Java-based framework for multi-objective optimization with metaheuristics, has become a valuable tool for many researches in the area as well as for some industrial partners in the last ten years. ...