2 citations · 3 across the 3 of their papers we have counts for
4 papers
Valid inequalities and a branch-and-cut algorithm for the routing and spectrum allocation problem
Marcelo Bianchetti, Javier Marenco
One of the most promising solutions to deal with huge data traffic demands in large communication networks is given by flexible optical networking, in particular the flexible grid…
Optimization meets Big Data: A survey
Ricardo Di Pasquale, Javier Marenco
This paper reviews recent advances in big data optimization, providing the state-of-art of this emerging field. The main focus in this review are optimization techniques being appl…
Machine learning for improving performance in an evolutionary algorithm for minimum path with uncertain costs given by massively simulated scenarios
Ricardo Di Pasquale, Javier Marenco
In this work we introduce an implementation for which machine learning techniques helped improve the overall performance of an evolutionary algorithm for an optimization problem, n…
On the combinatorics of the 2-class classification problem
Ricardo C. Corrêa, Diego Delle Donne, Javier Marenco
A set of points is linearly separable if the convex hulls of and are disjoint, hence there exists a hyperplane separating $X_B…