Fernando Lezama

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 52

Top Topics

Resource Management

Differential Evolution

Top Venues

GECCO Companion

Publications

José Almeida, João P. Soares, Fernando Lezama, Zita Vale, Bruno Francois
Comparison of evolutionary algorithms for solving risk-based energy resource management considering conditional value-at-risk analysis. Math. Comput. Simul. 224 (2024)
Gerardo A. Castañón, Ana María Sarmiento, Alberto F. Martínez-Herrera, Alejandro Aragón Zavala, Fernando Lezama, Zita Vale
Comparative Analysis of Metaheuristics for Solving the Optimal Power Flow With Renewable Sources and Valve-Point Constraints. IEEE Access 12 (2024)
Fernando Lezama, José Almeida, João Soares, Zita Vale, Wenlei Bai, Kwang Y. Lee, Wen Zhang
Assessing PV Integration with Evolutionary Algorithms: Insights from the 2024 Competition on Evolutionary Computation in the Energy Domain. GECCO Companion (2024)
Luis Cordero, Brian Jaramillo-Leon, Jonatas Boas Leite, John F. Franco, José Almeida, Fernando Lezama, João P. Soares
Probabilistic-based Optimization for PV Hosting Capacity with Confidence Interval Restrictions. GECCO Companion (2023)
Fernando Lezama, José Almeida, João P. Soares, Zita Vale
Explainergy: Towards Explainability of Metaheuristic Performance in the Energy Field. SSCI (2023)
José Almeida, Fernando Lezama, João P. Soares, Leonardo H. Macedo, Zita Vale, Rubén Romero
Metaheuristic Optimization for Transmission Network Expansion Planning: Testebed 2 of the Competition on Evolutionary Computation in the Energy Domain. GECCO Companion (2023)
José Almeida, Fernando Lezama, João P. Soares, Zita Vale
Comparing Manual vs Automatic Tuning of Differential Evolution Strategies for Energy Resource Management Optimization. EI.A (2023)
Luis Gomes, Bruno Ribeiro, Fernando Lezama, Zita Vale
A Multi-Agent System Empowered by Federated Learning and Genetic Programming. SIU (2023)
Rafael Barbarroxa, João Silva, Luis Gomes, Fernando Lezama, Bruno Ribeiro, Zita Vale
FeDis: Federated Learning Framework Supported by Distributed Ledger. BLOCKCHAIN (2023)
Fernando Lezama, José Almeida, João P. Soares, Bruno Canizes, Zita Vale
Insights into the 2022 WCCI-GECCO Competition: Statistical Analysis of Evolutionary Computation in the Energy Domain. SSCI (2023)
Tayenne Dias de Lima, Cleberton Reiz, João P. Soares, Fernando Lezama, John F. Franco, Zita Vale
Distributed Energy Resources and EV Charging Stations Expansion Planning for Grid-Connected Microgrids. EI.A (2) (2023)
José Almeida, Fernando Lezama, João P. Soares, Zita Vale
Illuminating Metaheuristic Performance Using Vortex MAP-Elites for Risk-Based Energy Resource Management. EI.A (2023)
Ansel Y. Rodríguez González, Fernando Lezama, Yoan Martínez-López, Julio Madera, João P. Soares, Zita A. Vale
WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective. Appl. Soft Comput. 125 (2022)
José Almeida, Fernando Lezama, João P. Soares, Zita A. Vale, Bruno Canizes
Preliminary results of advanced heuristic optimization in the risk-based energy scheduling competition. GECCO Companion (2022)
Tayenne Dias de Lima, John F. Franco, Fernando Lezama, João P. Soares
A Specialized Long-Term Distribution System Expansion Planning Method With the Integration of Distributed Energy Resources. IEEE Access 10 (2022)
Meysam Khojasteh, Pedro Faria, Fernando Lezama, Zita Vale
Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach. ISGT-Europe (2022)
Miguel Vieira, Ricardo Faia, Fernando Lezama, Zita A. Vale
A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. CEC (2022)
José Almeida, João P. Soares, Fernando Lezama, Zita A. Vale
Robust Energy Resource Management Incorporating Risk Analysis Using Conditional Value-at-Risk. IEEE Access 10 (2022)
Eduardo Lacerda, Fernando Lezama, João P. Soares, Bruno Canizes, Zita A. Vale
Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. CEC (2022)
Fernando Lezama, Alberto F. Martínez-Herrera, Gerardo A. Castañón, Carolina Del-Valle-Soto, Ana María Sarmiento, Enrique Munoz de Cote
Solving routing and spectrum allocation problems in flexgrid optical networks using pre-computing strategies. Photonic Netw. Commun. 41 (1) (2021)
Eduardo Lacerda, Fernando Lezama, João P. Soares, Zita A. Vale
DSO Contract Market for Demand Response Using Evolutionary Computation. CEC (2021)
Ricardo Faia, João P. Soares, Tiago Pinto, Fernando Lezama, Zita A. Vale, Juan M. Corchado
Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions. IEEE Access 9 (2021)
José Almeida, João P. Soares, Bruno Canizes, Fernando Lezama, Mohammad Ali Fotouhi Ghazvini, Zita A. Vale
Evolutionary Algorithms for Energy Scheduling under uncertainty considering Multiple Aggregators. CEC (2021)
Yoan Martínez-López, Ansel Y. Rodríguez González, Julio Madera, Miguel Bethencourt Mayedo, Fernando Lezama
Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty. Eng. Appl. Artif. Intell. 101 (2021)
Fernando Lezama, João P. Soares, Bruno Canizes, Zita A. Vale
A Statistical Analysis of Performance in the 2021 CEC-GECCO-PESGM Competition on Evolutionary Computation in the Energy Domain. SSCI (2021)
Pedro Faria, Fernando Lezama, Zita A. Vale, Mahsa Khorram
A methodology for energy key performance indicators analysis. Energy Inform. 4 (1) (2021)
Steffen Limmer, Fernando Lezama, João P. Soares, Zita A. Vale
Coordination of Home Appliances for Demand Response: An Improved Optimization Model and Approach. IEEE Access 9 (2021)
José Almeida, João P. Soares, Fernando Lezama, Bruno Canizes, Zita A. Vale
Evolutionary Algorithms applied to the Intraday Energy Resource Scheduling in the Context of Multiple Aggregators. SSCI (2021)
Tayenne Dias de Lima, John F. Franco, Fernando Lezama, João P. Soares, Zita A. Vale
Joint Optimal Allocation of Electric Vehicle Charging Stations and Renewable Energy Sources Including CO2 Emissions. Energy Inform. 4 (S2) (2021)
João P. Soares, Fernando Lezama, Aldo Trindade, Sérgio Ramos, Bruno Canizes, Zita A. Vale
Electric Vehicles Trips and Charging Simulator Considering the User Behaviour in a Smart City. ISGT-Europe (2021)
Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale
Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization. CEC (2020)
Bruno Canizes, João P. Soares, Fernando Lezama, Zita A. Vale
Complex Large-Scale Energy Resource Management Optimization Considering Demand Flexibility. CEC (2020)
João P. Soares, Fernando Lezama, Zita A. Vale, Stephane Brisset, Bruno François
Safety Isolating Transformer Design using HyDE-DF algorithm. CEC (2020)
Fernando Lezama, Jorge Palominos, Ansel Y. Rodríguez González, Alessandro Farinelli, Enrique Munoz de Cote
Agent-Based Microgrid Scheduling: An ICT Perspective. Mob. Networks Appl. 24 (5) (2019)
Fernando Lezama, Enrique Munoz de Cote, Alessandro Farinelli, João P. Soares, Tiago Pinto, Zita A. Vale
Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management. EPIA (1) (2019)
Fernando Lezama, João P. Soares, Zita A. Vale, José L. Rueda, Sergio Rivera, István Elrich
2017 IEEE competition on modern heuristic optimizers for smart grid operation: Testbeds and results. Swarm Evol. Comput. 44 (2019)
Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale, Leonardo H. Macedo, Rubén A. Romero
Business models for flexibility of electric vehicles: evolutionary computation for a successful implementation. GECCO (Companion) (2019)
Carolina Del-Valle-Soto, J. Carlos Mex-Perera, Ivan Aldaya, Fernando Lezama, Juan Arturo Nolazco-Flores, Raúl Monroy
New Detection Paradigms to Improve Wireless Sensor Network Performance under Jamming Attacks. Sensors 19 (11) (2019)
Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale
Hybrid-adaptive differential evolution with decay function (HyDE-DF) applied to the 100-digit challenge competition on single objective numerical optimization. GECCO (Companion) (2019)
João P. Soares, Tiago Pinto, Fernando Lezama, Hugo Morais
Survey on Complex Optimization and Simulation for the New Power Systems Paradigm. Complex. 2018 (2018)
Fernando Lezama, João P. Soares, Zita A. Vale
A platform for testing the performance of metaheuristics solving the energy resource management problem in smart grids. Energy Inform. 1 (S1) (2018)
Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado, João P. Soares, Fernando Lezama
Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach. SSCI (2018)
Fernando Lezama, João P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale
A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty. CEC (2018)
Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado
Differential Evolution Aplication in Portfolio optimization for Electricity Markets. IJCNN (2018)
João P. Soares, Fernando Lezama, Tiago Pinto, Hugo Morais
Complex Optimization and Simulation in Power Systems. Complex. 2018 (2018)
Tiago M. Sousa, Fernando Lezama, João P. Soares, Sérgio Ramos, Zita A. Vale
A Flexibility Home Energy Management System to Support Agreggator Requests in Smart Grids. SSCI (2018)
Ansel Y. Rodríguez González, Fernando Lezama, Carlos A. Iglesias-Alvarez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Enrique Munoz de Cote
Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss. Expert Syst. Appl. 96 (2018)
Fernando Lezama, Luis Enrique Sucar, Enrique Munoz de Cote, João P. Soares, Zita A. Vale
Differential evolution strategies for large-scale energy resource management in smart grids. GECCO (Companion) (2017)
João P. Soares, Fernando Lezama, Sérgio Ramos, Zita A. Vale, Andre Lopes
A residential energy management system with offline population-based optimization. SSCI (2017)
Fernando Lezama, Ansel Y. Rodríguez González, Enrique Munoz de Cote
Load pattern clustering using differential evolution with Pareto Tournament. CEC (2016)
Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Indayara Bertoldi Martins
Differential evolution optimization applied to the routing and spectrum allocation problem in flexgrid optical networks. Photonic Netw. Commun. 31 (1) (2016)
Fernando Lezama, Ansel Y. Rodríguez González, Enrique Munoz de Cote, Luis Enrique Sucar
Electrical Load Pattern Shape Clustering Using Ant Colony Optimization. EvoApplications (1) (2016)
Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Franco Callegati, Walter Cerroni
Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization. Photonic Netw. Commun. 28 (3) (2014)
Franco Callegati, Luiz H. Bonani, Fernando Lezama, Walter Cerroni, Aldo Campi, Gerardo A. Castañón
Trunk Reservation for Fair Utilization in Flexible Optical Networks. IEEE Commun. Lett. 18 (5) (2014)
Indayara Bertoldi Martins, Gerardo A. Castañón, Fernando Lezama, Ivan Aldaya
Impact of spectral width on signal transmission distance in elastic optical network. ICTON (2014)
Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Indayara Bertoldi Martins
Routing and spectrum allocation in flexgrid optical networks using differential evolution optimization. ICTON (2014)
Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento
Routing and wavelength assignment in all optical networks using differential evolution optimization. Photonic Netw. Commun. 26 (2-3) (2013)
Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento
Differential evolution optimization applied to the wavelength converters placement problem in all optical networks. Comput. Networks 56 (9) (2012)
Gerardo A. Castañón, Fernando Lezama, Ana María Sarmiento
Wavelength Converters Placement in All Optical Networks using Differential Evolution Optimization. IJCCI (ICEC) (2010)