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Carolina Gil Marcelino

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2020 – today

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2024
[c17]
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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: 275-282
2023
[j8]
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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: 111027 (2023)
[j7]
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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): 6549-6572 (2023)
2022
[j6]
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Carolina Gil Marcelino, Gabriel M. C. Leite, P. Celes, Carlos Eduardo Pedreira:
Missing Data Analysis in Regression. Appl. Artif. Intell. 36(1) (2022)
[j5]
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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: 94298-94311 (2022)
[j4]
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Carolina Gil Marcelino, Carlos Eduardo Pedreira:
Feature space partition: a local-global approach for classification. Neural Comput. Appl. 34(24): 21877-21890 (2022)
[c16]
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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: 1-8
[c15]
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  - conf/ol2a/MoreiraMMWJS22
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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: 275-290
[c14]
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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: 342-356
[c13]
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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: 701-713
2021
[j3]
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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: 115638 (2021)
[c12]
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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: 193-200
[c11]
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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: 319-326
[i1]
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  - journals/corr/abs-2107-09718
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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 abs/2107.09718 (2021)
2020
[j2]
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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): 762-774 (2020)

2010 – 2019

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2019
[c10]
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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: 655-668
[c9]
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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: 69-70
2018
[j1]
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  - journals/apin/MarcelinoAWBWCM18
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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): 3672-3690 (2018)
[c8]
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  - conf/cec/MarcelinoAPCW18
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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: 1-6
2017
[c7]
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  - conf/isgteurope/BaumannPWMAW17
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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: 1-6
2016
[c6]
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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: 1547-1554
[c5]
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  - conf/cec/OliveiraMMAC16
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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: 4305-4312
2015
[c4]
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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: 403-417
2014
[c3]
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  - conf/cies/MarcelinoWA14
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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: 163-170
2013
[c2]
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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: 400-407
[c1]
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  - conf/cec/SiqueiraSSFM13
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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: 989-996

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