Defining amplifier's gain to maximize the transmission rate in optical systems using evolutionary algorithms and swarm intelligence.
Photonic Netw. Commun., 2022
Adapting Optical Amplifier Response Estimation to Consider Non-Flat Input Signals.
Proceedings of the IEEE Latin-American Conference on Communications, 2021
Surrogate Model for Adaptive Control of Optical Amplifier Operating Point based on Machine Learning.
Proceedings of the IEEE Latin-American Conference on Communications, 2021
Maximizing the Transmission Rate in Optical Systems using Swarm Intelligence.
Proceedings of the IEEE Latin-American Conference on Communications, 2020
Investigating the Creation of a Surrogate Model for Adaptive Control of Amplifier Operating Point Using Machine Learning.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020
Local and global approaches for the adaptive control of a cascade of amplifiers.
Photonic Netw. Commun., 2017
Estimating the spectral gain and the noise figure of EDFA using artificial neural networks.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017
Simple design of Raman fiber amplifiers using a multi-objective optimizer.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
An efficient multi-objective evolutionary optimizer to design all-optical networks considering physical impairments and CAPEX.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011