ListarLCC - Conferencias Científicas por tema "jMetal"
Mostrando ítems 1-4 de 4
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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 ... -
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. ... -
Scalable Inference of Gene Regulatory Networks with the Spark Distributed Computing Platform Cristo
Barba-González, Cristóbal; García-Nieto, José Manuel; Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco (2018-11-05)
Inference of Gene Regulatory Networks (GRNs) remains an important open challenge in computational biology. The goal of bio-model inference is to, based on time-series of gene expression data, obtain the sparse topological ...