Fernando Lezama

64 papers B 10Journal 25Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A systematic review of explainability in computational intelligence for optimization. Comput. Sci. Rev. José Almeida, João P. Soares, Fernando Lezama, Steffen Limmer, Tobias Rodemann, Zita Vale
2024	—	`conf`	Assessing PV Integration with Evolutionary Algorithms: Insights from the 2024 Competition on Evolutionary Computation in the Energy Domain. GECCO Companion Fernando Lezama, José Almeida, João Soares, Zita Vale, Wenlei Bai, Kwang Y. Lee, Wen Zhang
2024	J	`jnl`	Comparative Analysis of Metaheuristics for Solving the Optimal Power Flow With Renewable Sources and Valve-Point Constraints. IEEE Access Gerardo A. Castañón, Ana María Sarmiento, Alberto F. Martínez-Herrera, Alejandro Aragón Zavala, Fernando Lezama, Zita Vale
2024	J	`jnl`	Comparative Analysis of Nature-Inspired Algorithms for Optimal Power Flow Problem: A Focus on Penalty-Vanishing Terms and Algorithm Performance. IEEE Access Gerardo A. Castañón, Alberto F. Martínez-Herrera, Ana María Sarmiento, Alejandro Aragón Zavala, Fernando Lezama
2024	J	`jnl`	Comparison of evolutionary algorithms for solving risk-based energy resource management considering conditional value-at-risk analysis. Math. Comput. Simul. José Almeida, João P. Soares, Fernando Lezama, Zita Vale, Bruno Francois
2023	—	`conf`	A Multi-Agent System Empowered by Federated Learning and Genetic Programming. SIU Luis Gomes, Bruno Ribeiro, Fernando Lezama, Zita Vale
2023	—	`conf`	Comparing Manual vs Automatic Tuning of Differential Evolution Strategies for Energy Resource Management Optimization. EI.A José Almeida, Fernando Lezama, João P. Soares, Zita Vale
2023	—	`conf`	Distributed Energy Resources and EV Charging Stations Expansion Planning for Grid-Connected Microgrids. EI.A (2) Tayenne Dias de Lima, Cleberton Reiz, João P. Soares, Fernando Lezama, John F. Franco, Zita Vale
2023	—	`conf`	Explainergy: Towards Explainability of Metaheuristic Performance in the Energy Field. SSCI Fernando Lezama, José Almeida, João P. Soares, Zita Vale
2023	—	`conf`	FeDis: Federated Learning Framework Supported by Distributed Ledger. BLOCKCHAIN Rafael Barbarroxa, João Silva, Luis Gomes, Fernando Lezama, Bruno Ribeiro, Zita Vale
2023	—	`conf`	Illuminating Metaheuristic Performance Using Vortex MAP-Elites for Risk-Based Energy Resource Management. EI.A José Almeida, Fernando Lezama, João P. Soares, Zita Vale
2023	—	`conf`	Insights into the 2022 WCCI-GECCO Competition: Statistical Analysis of Evolutionary Computation in the Energy Domain. SSCI Fernando Lezama, José Almeida, João P. Soares, Bruno Canizes, Zita Vale
2023	—	`conf`	Meta-ERM: Metaheuristic Optimization Platform for Energy Resource Management in the Smart Grid. CAI José Almeida, Rafael Barbarroxa, Fernando Lezama, João P. Soares, Luis Gomes, Francisco Oliveira, Zita Vale
2023	—	`conf`	Metaheuristic Optimization for Transmission Network Expansion Planning: Testebed 2 of the Competition on Evolutionary Computation in the Energy Domain. GECCO Companion José Almeida, Fernando Lezama, João P. Soares, Leonardo H. Macedo, Zita Vale, Rubén Romero
2023	—	`conf`	Probabilistic-based Optimization for PV Hosting Capacity with Confidence Interval Restrictions. GECCO Companion Luis Cordero, Brian Jaramillo-Leon, Jonatas Boas Leite, John F. Franco, José Almeida, Fernando Lezama, João P. Soares
2023	—	`conf`	Risk assessment model based on centrifugal governors and artificial neural networks. CAI Francisco Oliveira, Fernando Lezama, Luis Gomes, João P. Soares, Zita Vale
2022	B	`conf`	A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. CEC Miguel Vieira, Ricardo Faia, Fernando Lezama, Zita A. Vale
2022	J	`jnl`	A Specialized Long-Term Distribution System Expansion Planning Method With the Integration of Distributed Energy Resources. IEEE Access Tayenne Dias de Lima, John F. Franco, Fernando Lezama, João P. Soares
2022	B	`conf`	Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. CEC Eduardo Lacerda, Fernando Lezama, João P. Soares, Bruno Canizes, Zita A. Vale
2022	—	`conf`	Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach. ISGT-Europe Meysam Khojasteh, Pedro Faria, Fernando Lezama, Zita Vale
2022	—	`conf`	Preliminary results of advanced heuristic optimization in the risk-based energy scheduling competition. GECCO Companion José Almeida, Fernando Lezama, João P. Soares, Zita A. Vale, Bruno Canizes
2022	J	`jnl`	Robust Energy Resource Management Incorporating Risk Analysis Using Conditional Value-at-Risk. IEEE Access José Almeida, João P. Soares, Fernando Lezama, Zita A. Vale
2022	J	`jnl`	WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective. Appl. Soft Comput. Ansel Y. Rodríguez-González, Fernando Lezama, Yoan Martínez-López, Julio Madera, João P. Soares, Zita A. Vale
2021	—	`conf`	A Statistical Analysis of Performance in the 2021 CEC-GECCO-PESGM Competition on Evolutionary Computation in the Energy Domain. SSCI Fernando Lezama, João P. Soares, Bruno Canizes, Zita A. Vale
2021	J	`jnl`	A methodology for energy key performance indicators analysis. Energy Inform. Pedro Faria, Fernando Lezama, Zita A. Vale, Mahsa Khorram
2021	J	`jnl`	Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty. Eng. Appl. Artif. Intell. Yoan Martínez-López, Ansel Y. Rodríguez-González, Julio Madera, Miguel Bethencourt Mayedo, Fernando Lezama
2021	J	`jnl`	Coordination of Home Appliances for Demand Response: An Improved Optimization Model and Approach. IEEE Access Steffen Limmer, Fernando Lezama, João P. Soares, Zita A. Vale
2021	B	`conf`	DSO Contract Market for Demand Response Using Evolutionary Computation. CEC Eduardo Lacerda, Fernando Lezama, João P. Soares, Zita A. Vale
2021	—	`conf`	Electric Vehicles Trips and Charging Simulator Considering the User Behaviour in a Smart City. ISGT-Europe João P. Soares, Fernando Lezama, Aldo Trindade, Sérgio Ramos, Bruno Canizes, Zita A. Vale
2021	—	`conf`	Evolutionary Algorithms applied to the Intraday Energy Resource Scheduling in the Context of Multiple Aggregators. SSCI José Almeida, João P. Soares, Fernando Lezama, Bruno Canizes, Zita A. Vale
2021	B	`conf`	Evolutionary Algorithms for Energy Scheduling under uncertainty considering Multiple Aggregators. CEC José Almeida, João P. Soares, Bruno Canizes, Fernando Lezama, Mohammad Ali Fotouhi Ghazvini, Zita A. Vale
2021	J	`jnl`	Joint Optimal Allocation of Electric Vehicle Charging Stations and Renewable Energy Sources Including CO2 Emissions. Energy Inform. Tayenne Dias de Lima, John F. Franco, Fernando Lezama, João P. Soares, Zita A. Vale
2021	J	`jnl`	Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions. IEEE Access Ricardo Faia, João P. Soares, Tiago Pinto, Fernando Lezama, Zita A. Vale, Juan M. Corchado
2021	J	`jnl`	Solving routing and spectrum allocation problems in flexgrid optical networks using pre-computing strategies. Photonic Netw. Commun. Fernando Lezama, Alberto F. Martínez-Herrera, Gerardo A. Castañón, Carolina Del-Valle-Soto, Ana María Sarmiento, Enrique Munoz de Cote
2020	B	`conf`	Complex Large-Scale Energy Resource Management Optimization Considering Demand Flexibility. CEC Bruno Canizes, João P. Soares, Fernando Lezama, Zita A. Vale
2020	B	`conf`	Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization. CEC Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale
2020	B	`conf`	Safety Isolating Transformer Design using HyDE-DF algorithm. CEC João P. Soares, Fernando Lezama, Zita A. Vale, Stephane Brisset, Bruno François
2019	J	`jnl`	2017 IEEE competition on modern heuristic optimizers for smart grid operation: Testbeds and results. Swarm Evol. Comput. Fernando Lezama, João P. Soares, Zita A. Vale, José L. Rueda, Sergio Rivera, István Elrich
2019	J	`jnl`	Agent-Based Microgrid Scheduling: An ICT Perspective. Mob. Networks Appl. Fernando Lezama, Jorge Palominos, Ansel Y. Rodríguez-González, Alessandro Farinelli, Enrique Munoz de Cote
2019	—	`conf`	Business models for flexibility of electric vehicles: evolutionary computation for a successful implementation. GECCO (Companion) Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale, Leonardo H. Macedo, Rubén Romero
2019	—	`conf`	Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management. EPIA (1) Fernando Lezama, Enrique Munoz de Cote, Alessandro Farinelli, João P. Soares, Tiago Pinto, Zita A. Vale
2019	—	`conf`	Hybrid-adaptive differential evolution with decay function (HyDE-DF) applied to the 100-digit challenge competition on single objective numerical optimization. GECCO (Companion) Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale
2019	J	`jnl`	New Detection Paradigms to Improve Wireless Sensor Network Performance under Jamming Attacks. Sensors Carolina Del-Valle-Soto, J. Carlos Mex-Perera, Ivan Aldaya, Fernando Lezama, Juan Arturo Nolazco-Flores, Raúl Monroy
2018	—	`conf`	A Flexibility Home Energy Management System to Support Agreggator Requests in Smart Grids. SSCI Tiago M. Sousa, Fernando Lezama, João P. Soares, Sérgio Ramos, Zita A. Vale
2018	B	`conf`	A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty. CEC Fernando Lezama, João P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale
2018	J	`jnl`	A platform for testing the performance of metaheuristics solving the energy resource management problem in smart grids. Energy Inform. Fernando Lezama, João P. Soares, Zita A. Vale
2018	J	`jnl`	Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss. Expert Syst. Appl. Ansel Y. Rodríguez-González, Fernando Lezama, Carlos A. Iglesias-Alvarez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Enrique Munoz de Cote
2018	J	`jnl`	Complex Optimization and Simulation in Power Systems. Complex. João P. Soares, Fernando Lezama, Tiago Pinto, Hugo Morais
2018	B	`conf`	Differential Evolution Aplication in Portfolio optimization for Electricity Markets. IJCNN Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado
2018	—	`conf`	Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach. SSCI Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado, João P. Soares, Fernando Lezama
2018	J	`jnl`	Survey on Complex Optimization and Simulation for the New Power Systems Paradigm. Complex. João P. Soares, Tiago Pinto, Fernando Lezama, Hugo Morais
2017	—	`conf`	A residential energy management system with offline population-based optimization. SSCI João P. Soares, Fernando Lezama, Sérgio Ramos, Zita A. Vale, Andre Lopes
2017	—	`conf`	Differential evolution strategies for large-scale energy resource management in smart grids. GECCO (Companion) Fernando Lezama, Luis Enrique Sucar, Enrique Munoz de Cote, João P. Soares, Zita A. Vale
2016	J	`jnl`	Differential evolution optimization applied to the routing and spectrum allocation problem in flexgrid optical networks. Photonic Netw. Commun. Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Indayara Bertoldi Martins
2016	—	`conf`	Electrical Load Pattern Shape Clustering Using Ant Colony Optimization. EvoApplications (1) Fernando Lezama, Ansel Y. Rodríguez-González, Enrique Munoz de Cote, Luis Enrique Sucar
2016	B	`conf`	Load pattern clustering using differential evolution with Pareto Tournament. CEC Fernando Lezama, Ansel Y. Rodríguez-González, Enrique Munoz de Cote
2014	—	`—`	Application of differential evolution algorithm to optimization problems in optical networks Fernando Lezama
2014	—	`conf`	Impact of spectral width on signal transmission distance in elastic optical network. ICTON Indayara Bertoldi Martins, Gerardo A. Castañón, Fernando Lezama, Ivan Aldaya
2014	—	`conf`	Routing and spectrum allocation in flexgrid optical networks using differential evolution optimization. ICTON Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Indayara Bertoldi Martins
2014	J	`jnl`	Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization. Photonic Netw. Commun. Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento, Franco Callegati, Walter Cerroni
2014	J	`jnl`	Trunk Reservation for Fair Utilization in Flexible Optical Networks. IEEE Commun. Lett. Franco Callegati, Luiz H. Bonani, Fernando Lezama, Walter Cerroni, Aldo Campi, Gerardo A. Castañón
2013	J	`jnl`	Routing and wavelength assignment in all optical networks using differential evolution optimization. Photonic Netw. Commun. Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento
2012	J	`jnl`	Differential evolution optimization applied to the wavelength converters placement problem in all optical networks. Comput. Networks Fernando Lezama, Gerardo A. Castañón, Ana María Sarmiento
2010	—	`conf`	Wavelength Converters Placement in All Optical Networks using Differential Evolution Optimization. IJCCI (ICEC) Gerardo A. Castañón, Fernando Lezama, Ana María Sarmiento