10 citations · 22 across the 7 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.DM2021
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…
cs.NE2021★ 2 cited
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…
cs.NE2021★ 1 cited
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…