Carolina Gil Marcelino

31 papers B 8C 1Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A cross-entropy based direct policy search algorithm for multi-objective energy storage control.
Neural Comput. Appl.
Gabriel Matos Cardoso Leite, Carolina Gil Marcelino, Silvia Jiménez-Fernández, Elizabeth Fialho Wanner, Sancho Salcedo-Sanz, Carlos Eduardo Pedreira
2025 — conf
Hierarchical Modeling of Municipal Contextual Influences on Brazilian National High School Exam (ENEM) Performance: An AI Approach for Educational Policies.
BRACIS (4)
Felipe Gomes Paradas, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino
2025 — conf
Parallelization Strategies for the Feature Space Partition Algorithm Applied to Fault Detection and Stability Analysis in Smart Grids.
BRACIS (4)
Saulo Andrade Almeida, Silvana Rossetto, Carolina Gil Marcelino
2024 — conf
Decision-Aid Applied to Rank Diverse Energy Storage Systems Technologies: A Methodology Using Information Fusion Concepts.
OL2A (2)
Leonardo Veiga Acioly Filho, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino
2024 — conf
Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions.
IWINAC (2)
Gabriel M. C. Leite, Jorge Pérez-Aracil, Carolina Gil Marcelino, Gabriel García-Gutiérrez, Milan Prodanovic, Enrique García-Quismondo, Sergio Pinilla, Jesús Palma, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2024 — conf
Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power Plants.
BRACIS (3)
Ronald Albert de Araújo Júnior, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino
2023 J jnl
Cross-entropy boosted CRO-SL for optimal power flow in smart grids.
Soft Comput.
Carolina Gil Marcelino, Jorge Pérez-Aracil, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Gabriel Matos Cardoso Leite, Sancho Salcedo-Sanz
2023 J jnl
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method.
Knowl. Based Syst.
Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carolina Gil Marcelino, Carlos Eduardo Pedreira
2022 — conf
A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study.
OL2A
Rafaela Priscila Cruz Moreira, Carolina Gil Marcelino, Flávio V. C. Martins, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 — conf
Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks.
OL2A
Daniel S. Fonseca, Elizabeth F. Wanner, Carolina Gil Marcelino, Gabriel P. Silva, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 J jnl
An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles.
IEEE Access
Carolina Gil Marcelino, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2022 — conf
Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model.
OL2A
Felipe D. Reis, Tales B. Nascimento, Carolina Gil Marcelino, Elizabeth F. Wanner, Henrique E. Borges, Sancho Salcedo-Sanz
2022 J jnl
Feature space partition: a local-global approach for classification.
Neural Comput. Appl.
Carolina Gil Marcelino, Carlos Eduardo Pedreira
2022 J jnl
Missing Data Analysis in Regression.
Appl. Artif. Intell.
Carolina Gil Marcelino, Gabriel M. C. Leite, P. Celes, Carlos Eduardo Pedreira
2022 B conf
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm.
CEC
Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 B conf
A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: a Swarm Evolutionary Approach.
CEC
Carolina Gil Marcelino, Lucas B. de Oliveira, Elizabeth F. Wanner, Carla A. D. M. Delgado, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants.
CoRR
Carolina Gil Marcelino, Gabriel M. C. Leite, Carla A. D. M. Delgado, Lucas B. de Oliveira, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 J jnl
An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants.
Expert Syst. Appl.
Carolina Gil Marcelino, Gabriel M. C. Leite, Carla A. D. M. Delgado, Lucas B. de Oliveira, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2021 B conf
Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology.
CEC
Gabriel M. C. Leite, Carolina Gil Marcelino, Elizabeth F. Wanner, Carlos Eduardo Pedreira, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
2020 J jnl
A combined optimisation and decision-making approach for battery-supported HMGS.
J. Oper. Res. Soc.
Carolina Gil Marcelino, Manuel Baumann, Leonel M. Carvalho, Nelson Chibeles-Martins, Marcel Weil, Paulo E. M. de Almeida, Elizabeth F. Wanner
2019 C conf
A Viability Study of Renewables and Energy Storage Systems Using Multicriteria Decision Making and an Evolutionary Approach.
EMO
Carolina Gil Marcelino, Carlos Eduardo Pedreira, Manuel Baumann, Marcel Weil, Paulo E. M. de Almeida, Elizabeth F. Wanner
2019 — conf
CE+EPSO: a merged approach to solve SCOPF problem.
GECCO (Companion)
Carolina Gil Marcelino, Carlos Eduardo Pedreira, Elizabeth F. Wanner, Leonel M. Carvalho, Vladimiro Miranda, Armando L. da Silva
2018 B conf
Applying C-DEEPSO to Solve Large Scale Global Optimization Problems.
CEC
Carolina Gil Marcelino, Paulo E. M. de Almeida, Carlos Eduardo Pedreira, Leonel M. Carvalho, Elizabeth F. Wanner
2018 J jnl
Solving security constrained optimal power flow problems: a hybrid evolutionary approach.
Appl. Intell.
Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Manuel Baumann, Marcel Weil, Leonel M. Carvalho, Vladimiro Miranda
2017 — conf
Environmental impacts of different battery technologies in renewable hybrid micro-grids.
ISGT Europe
Manuel Baumann, Jens Peters, Marcel Weil, Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth Fialho Wanner
2016 B conf
A successful parallel implementation of NSGA-II on GPU for the energy dispatch problem on hydroelectric power plants.
CEC
Lucas Braga de Oliveira, Carolina Gil Marcelino, Anolan Milanés, Paulo E. M. de Almeida, Leonel M. Carvalho
2016 B conf
Fundamentals of the C-DEEPSO algorithm and its application to the reactive power optimization of wind farms.
CEC
Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Leonel M. Carvalho, Vladimiro Miranda
2015 — conf
Application of Evolutionary Multiobjective Algorithms for Solving the Problem of Energy Dispatch in Hydroelectric Power Plants.
EMO (2)
Carolina Gil Marcelino, Leonel M. Carvalho, Paulo E. M. de Almeida, Elizabeth F. Wanner, Vladimiro Miranda
2014 — conf
An evolutionary approach to improve efficiency for solving the electric dispatch problem.
CIES
Carolina Gil Marcelino, Elizabeth F. Wanner, Paulo E. M. de Almeida
2013 B conf
A novel mathematical modeling approach to the electric dispatch problem: Case study using Differential Evolution algorithms.
IEEE Congress on Evolutionary Computation
Carolina Gil Marcelino, Elizabeth F. Wanner, Paulo E. M. de Almeida
2013 B conf
An algorithm based on Evolution Strategies for makespan minimization in hybrid flexible flowshop scheduling problems.
IEEE Congress on Evolutionary Computation
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza, Moacir Felizardo de França Filho, Carolina Gil Marcelino