Publications in collaboration with researchers from Universidade Federal do Rio de Janeiro (18)

2024

  1. Efficient evolution of decision trees via fully matrix-based fitness evaluation

    Applied Soft Computing, Vol. 150

  2. Evolving interpretable decision trees for reinforcement learning

    Artificial Intelligence, Vol. 327

  3. Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. TensorCRO: A TensorFlow-based implementation of a multi-method ensemble for optimization

    Expert Systems

2023

  1. Cross-entropy boosted CRO-SL for optimal power flow in smart grids

    Soft Computing, Vol. 27, Núm. 10, pp. 6549-6572

  2. Evaluating the risk of uncertainty in smart grids with electric vehicles using an evolutionary swarm-intelligent algorithm

    Journal of Cleaner Production, Vol. 401

  3. Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm

    Energy, Vol. 266

  4. Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method

    Knowledge-Based Systems, Vol. 280

2022

  1. A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study

    Communications in Computer and Information Science

  2. Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks

    Communications in Computer and Information Science

  3. An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles

    IEEE Access, Vol. 10, pp. 94298-94311

  4. Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model

    Communications in Computer and Information Science

  5. Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm

    2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings

2021

  1. A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: A Swarm Evolutionary Approach

    2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings

  2. An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants

    Expert Systems with Applications, Vol. 185

  3. Dynamic electric dispatch for wind power plants: A new automatic controller system using evolutionary algorithms

    Sustainability (Switzerland), Vol. 13, Núm. 21

  4. Optimal generation scheduling in hydro-power plants with the coral reefs optimization algorithm

    Energies, Vol. 14, Núm. 9

  5. Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology

    2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings