Carolina Gil Marcelino

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 23

Top Topics

Evolutionary Multiobjective

Component Analysis

Global Optimization Problems

Top Venues

GECCO (Companion)

Publications

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
Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions. IWINAC (2) (2024)
Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carolina Gil Marcelino, Carlos Eduardo Pedreira
Solving an energy resource management problem with a novel multi-objective evolutionary reinforcement learning method. Knowl. Based Syst. 280 (2023)
Carolina Gil Marcelino, Jorge Pérez-Aracil, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Gabriel Matos Cardoso Leite, Sancho Salcedo-Sanz
Cross-entropy boosted CRO-SL for optimal power flow in smart grids. Soft Comput. 27 (10) (2023)
Felipe D. Reis, Tales B. Nascimento, Carolina Gil Marcelino, Elizabeth F. Wanner, Henrique E. Borges, Sancho Salcedo-Sanz
Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model. OL2A (2022)
Daniel S. Fonseca, Elizabeth F. Wanner, Carolina Gil Marcelino, Gabriel P. Silva, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks. OL2A (2022)
Carolina Gil Marcelino, Gabriel M. C. Leite, P. Celes, Carlos Eduardo Pedreira
Missing Data Analysis in Regression. Appl. Artif. Intell. 36 (1) (2022)
Rafaela Priscila Cruz Moreira, Carolina Gil Marcelino, Flávio V. C. Martins, Elizabeth F. Wanner, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study. OL2A (2022)
Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. CEC (2022)
Carolina Gil Marcelino, Carlos Eduardo Pedreira
Feature space partition: a local-global approach for classification. Neural Comput. Appl. 34 (24) (2022)
Carolina Gil Marcelino, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
An Improved C-DEEPSO Algorithm for Optimal Active-Reactive Power Dispatch in Microgrids With Electric Vehicles. IEEE Access 10 (2022)
Carolina Gil Marcelino, Lucas B. de Oliveira, Elizabeth F. Wanner, Carla A. D. M. Delgado, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
A Hybrid Multiobjective Solution for the Short-term Hydro-power Dispatch Problem: a Swarm Evolutionary Approach. CEC (2021)
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
An efficient multi-objective evolutionary approach for solving the operation of multi-reservoir system scheduling in hydro-power plants. Expert Syst. Appl. 185 (2021)
Gabriel M. C. Leite, Carolina Gil Marcelino, Elizabeth F. Wanner, Carlos Eduardo Pedreira, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
Pattern Classification Applying Neighbourhood Component Analysis and Swarm Evolutionary Algorithms: A Coupled Methodology. CEC (2021)
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
An Efficient Multi-objective Evolutionary Approach for Solving the Operation of Multi-Reservoir System Scheduling in Hydro-Power Plants. CoRR (2021)
Carolina Gil Marcelino, Manuel Baumann, Leonel M. Carvalho, Nelson Chibeles-Martins, Marcel Weil, Paulo E. M. de Almeida, Elizabeth F. Wanner
A combined optimisation and decision-making approach for battery-supported HMGS. J. Oper. Res. Soc. 71 (5) (2020)
Carolina Gil Marcelino, Carlos Eduardo Pedreira, Elizabeth F. Wanner, Leonel M. Carvalho, Vladimiro Miranda, Armando L. da Silva
CE+EPSO: a merged approach to solve SCOPF problem. GECCO (Companion) (2019)
Carolina Gil Marcelino, Carlos Eduardo Pedreira, Manuel Baumann, Marcel Weil, Paulo E. M. de Almeida, Elizabeth F. Wanner
A Viability Study of Renewables and Energy Storage Systems Using Multicriteria Decision Making and an Evolutionary Approach. EMO (2019)
Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Manuel Baumann, Marcel Weil, Leonel M. Carvalho, Vladimiro Miranda
Solving security constrained optimal power flow problems: a hybrid evolutionary approach. Appl. Intell. 48 (10) (2018)
Carolina Gil Marcelino, Paulo E. M. de Almeida, Carlos Eduardo Pedreira, Leonel M. Carvalho, Elizabeth F. Wanner
Applying C-DEEPSO to Solve Large Scale Global Optimization Problems. CEC (2018)
Manuel Baumann, Jens Peters, Marcel Weil, Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth Fialho Wanner
Environmental impacts of different battery technologies in renewable hybrid micro-grids. ISGT Europe (2017)
Lucas Braga de Oliveira, Carolina Gil Marcelino, Anolan Milanés, Paulo E. M. de Almeida, Leonel M. Carvalho
A successful parallel implementation of NSGA-II on GPU for the energy dispatch problem on hydroelectric power plants. CEC (2016)
Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Leonel M. Carvalho, Vladimiro Miranda
Fundamentals of the C-DEEPSO algorithm and its application to the reactive power optimization of wind farms. CEC (2016)
Carolina Gil Marcelino, Leonel M. Carvalho, Paulo E. M. de Almeida, Elizabeth F. Wanner, Vladimiro Miranda
Application of Evolutionary Multiobjective Algorithms for Solving the Problem of Energy Dispatch in Hydroelectric Power Plants. EMO (2) (2015)
Carolina Gil Marcelino, Elizabeth F. Wanner, Paulo E. M. de Almeida
An evolutionary approach to improve efficiency for solving the electric dispatch problem. CIES (2014)
Carolina Gil Marcelino, Elizabeth F. Wanner, Paulo E. M. de Almeida
A novel mathematical modeling approach to the electric dispatch problem: Case study using Differential Evolution algorithms. IEEE Congress on Evolutionary Computation (2013)
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza, Moacir Felizardo de França Filho, Carolina Gil Marcelino
An algorithm based on Evolution Strategies for makespan minimization in hybrid flexible flowshop scheduling problems. IEEE Congress on Evolutionary Computation (2013)