Carlos M. Fernandes

92 papers A 10B 10C 7Misc 5Journal 30Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can Large Language Models Implement Agent-Based Models? An ODD-based Replication Study.
CoRR
Nuno Fachada, Daniel F. S. Fernandes, Carlos M. Fernandes, João Pedro Matos-Carvalho
2025 J jnl
DeepSeek-V3, GPT-4, Phi-4, and LLaMA-3.3 generate correct code for LoRaWAN-related engineering tasks.
CoRR
Daniel Fernandes, João Pedro Matos-Carvalho, Carlos M. Fernandes, Nuno Fachada
2025 J jnl
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries.
CoRR
Nuno Fachada, Daniel Fernandes, Carlos M. Fernandes, Bruno D. Ferreira-Saraiva, João Pedro Matos-Carvalho
2025 J jnl
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries.
Future Internet
Nuno Fachada, Daniel Fernandes, Carlos M. Fernandes, Bruno D. Ferreira-Saraiva, João Pedro Matos-Carvalho
2024 J jnl
Improving genetic algorithms performance via deterministic population shrinkage.
CoRR
Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo, Christian Gagné
2022 B conf
A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings.
EvoApplications
Juan Luis Jiménez Laredo, Loïs Naudin, Nathalie Corson, Carlos M. Fernandes
2021 J jnl
Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification.
IEEE Trans. Affect. Comput.
Carlos M. Fernandes, Daria Migotina, Agostinho C. Rosa
2020 B conf
A Method for Estimating the Computational Complexity of Multimodal Functions.
EvoApplications
Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Eric Sanlaville
2020 J jnl
Generative Art with Swarm Landscapes.
Entropy
Diogo de Andrade, Nuno Fachada, Carlos M. Fernandes, Agostinho C. Rosa
2020 J jnl
Population sizing of cellular evolutionary algorithms.
Swarm Evol. Comput.
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa
2019 — conf
Genealogical patterns in evolutionary algorithms.
GECCO (Companion)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
2019 J jnl
Steady state particle swarm.
PeerJ Comput. Sci.
Carlos M. Fernandes, Nuno Fachada, Juan Julián Merelo Guervós, Agostinho C. Rosa
2018 J jnl
A cellular memetic algorithm for the examination timetabling problem.
Comput. Oper. Res.
Nuno Leite, Carlos M. Fernandes, Fernando Melicio, Agostinho C. Rosa
2018 B conf
Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics.
CEC
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta
2018 — conf
Particle swarm and population structure.
GECCO (Companion)
Carlos M. Fernandes, Agostinho C. Rosa, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
2018 C conf
Revisiting Population Structure and Particle Swarm Performance.
IJCCI
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Pedro A. Castillo, Agostinho C. Rosa
2017 — conf
Self-organized criticality in code repositories.
ECAL
Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Mario García Valdez, Carlos Cotta, Carlos M. Fernandes
2017 Misc conf
Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed.
IDC
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa
2016 A conf
An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm.
PPSN
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2016 — conf
Asynchronous Steady State Particle Swarm.
GECCO (Companion)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2016 J jnl
Dynamic Topologies for Particle Swarms.
Trans. Comput. Collect. Intell.
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2016 J jnl
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters.
Appl. Soft Comput.
Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós
2015 J jnl
Pherographs and other hidden landscapes.
Int. J. Arts Technol.
Carlos M. Fernandes
2014 B conf
Cooperative Selection: Improving Tournament Selection via Altruism.
EvoCOP
Juan Luis Jiménez Laredo, Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, Carlos M. Fernandes
2014 J jnl
Designing robust volunteer-based evolutionary algorithms.
Genet. Program. Evolvable Mach.
Juan Luis Jiménez Laredo, Pascal Bouvry, Daniel Lombraña González, Francisco Fernández de Vega, Maribel García Arenas, Juan Julián Merelo Guervós, Carlos M. Fernandes
2014 B conf
Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations.
EvoApplications
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2014 J jnl
KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art.
IEEE Trans. Cybern.
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho C. Rosa
2014 — conf
Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations.
IJCCI (Selected Papers)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2014 — conf
Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations.
IJCCI (ECTA)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2014 A conf
Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms.
PPSN
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Rafael Nogueras, Agostinho C. Rosa
2014 J jnl
The sandpile scheduler - How self-organized criticality may lead to dynamic load-balancing.
Clust. Comput.
Juan Luis Jiménez Laredo, Pascal Bouvry, Frédéric Guinand, Bernabé Dorronsoro, Carlos M. Fernandes
2013 B conf
A study on time-varying partially connected topologies for the particle swarm.
IEEE Congress on Evolutionary Computation
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós
2013 — conf
Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species.
ECAL
Carlos M. Fernandes, Juanlu J. Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2013 — conf
An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology.
TPNC
Rafael Nogueras, Carlos Cotta, Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa
2013 J jnl
Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification.
Int. J. Neural Syst.
Luis Javier Herrera, Carlos M. Fernandes, Antonio Miguel Mora, Daria Migotina, Rogerio Largo, Alberto Guillén, Agostinho C. Rosa
2013 J jnl
Designing and testing a pool-based evolutionary algorithm.
Nat. Comput.
Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar
2013 — conf
Developing services in a service oriented architecture for evolutionary algorithms.
GECCO (Companion)
Pablo García-Sánchez, María Isabel García Arenas, Antonio Miguel Mora, Pedro A. Castillo, Carlos M. Fernandes, Paloma de las Cuevas, Gustavo Romero, Jesús González, Juan Julián Merelo Guervós
2013 — conf
Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures.
LION
Juan Luis Jiménez Laredo, Bernabé Dorronsoro Díaz, Carlos M. Fernandes, Juan Julián Merelo Guervós, Pascal Bouvry
2013 — conf
Partially connected topologies for particle swarm.
GECCO (Companion)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Carlos Cotta, Agostinho C. Rosa
2013 C conf
Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies.
IJCCI
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós
2013 — conf
Photo rendering with swarms: From figurative to abstract pherogenic imaging.
CICAC
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
2013 — conf
Sleep Stage Classification Using Advanced Intelligent Methods.
IWANN (1)
José Manuel Sánchez Pascualvaca, Carlos M. Fernandes, Alberto Guillén, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera
2013 J jnl
The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions.
Appl. Intell.
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós
2012 — conf
A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality.
IJCCI (Selected Papers)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2012 — conf
Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model.
PPSN (2)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2012 — conf
Designing a Self-Organized Approach for Scheduling Bag-of-Tasks.
3PGCIC
Juanlu J. Laredo, Bernabé Dorronsoro, Johnatan E. Pecero, Pascal Bouvry, Juan José Durillo, Carlos M. Fernandes
2012 J jnl
Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms.
J. Comput. Sci. Technol.
Antonio Miguel Mora, Antonio Fernández-Ares, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
2012 C conf
Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm.
IJCCI
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa
2012 — conf
Photorealistic Rendering with an Ant Algorithm.
IJCCI (Selected Papers)
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa
2012 — conf
Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration.
3PGCIC
Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar, Juan Luis Jiménez Laredo
2012 — conf
SofEA: a pool-based framework for evolutionary algorithms using CouchDB.
GECCO (Companion)
Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar
2012 C conf
Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm.
IJCCI
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2012 — conf
Validating design choices in a pool-based distributed evolutionary algorithms architecture.
GECCO (Companion)
Juan Julián Merelo Guervós, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar, Carlos M. Fernandes
2011 — conf
A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile.
EvoApplications (1)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós
2011 J jnl
A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization.
Inf. Sci.
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2011 — conf
Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm.
LION
Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Maribel García Arenas, Pedro A. Castillo, Pablo García-Sánchez
2011 B conf
From pherographia to color pherographia: Color sketching with artificial ants.
IEEE Congress on Evolutionary Computation
Carlos M. Fernandes, Carlos Isidoro, Fábio Barata, Agostinho C. Rosa, Juan Julián Merelo Guervós
2011 — conf
Optimizing Strategy Parameters in a Game Bot.
IWANN (2)
Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
2011 B conf
Optimizing player behavior in a real-time strategy game using evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
2011 C conf
Symbolic representation of the EEG for sleep stage classification.
ISDA
Luis Javier Herrera, Antonio Miguel Mora, Carlos M. Fernandes, Daria Migotina, Alberto Guillén, Agostinho C. Rosa
2011 — conf
The Sandpile Mutation Operator for Genetic Algorithms.
LION
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós
2010 — conf
Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions.
IJCCI (Selected Papers)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2010 — conf
Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm.
IJCCI (ICEC)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2010 C conf
Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
ISDA
Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
2009 — conf
An Ant-Based Rule for UMDA's Update Strategy.
ECAL (2)
Carlos M. Fernandes, Cláudio F. Lima, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós
2009 A conf
Improving genetic algorithms performance via deterministic population shrinkage.
GECCO
Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo Guervós, Christian Gagné
2009 Misc conf
Studying the Cache Size in a Gossip-Based Evolutionary Algorithm.
IDC
Juan Luis Jiménez Laredo, Carlos M. Fernandes, Antonio Mora García, Pedro A. Castillo, Pablo García-Sánchez, Juan Julián Merelo Guervós
2009 J jnl
Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions
CoRR
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2008 A conf
A self-organized criticality mutation operator for dynamic optimization problems.
GECCO
Carlos M. Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Agostinho C. Rosa
2008 A conf
Evolvable Agents in Static and Dynamic Optimization Problems.
PPSN
Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho Cláudio da Rosa, Carlos M. Fernandes
2008 A conf
Investigating restricted tournament replacement in ECGA for non-stationary environments.
GECCO
Cláudio F. Lima, Carlos M. Fernandes, Fernando G. Lobo
2008 — conf
KANTS: Artifical Ant System for Classification.
ANTS Conference
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo, Agostinho C. Rosa
2008 J jnl
KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification
CoRR
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo
2008 J jnl
Resilience to churn of a peer-to-peer evolutionary algorithm.
Int. J. High Perform. Syst. Archit.
Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos M. Fernandes
2008 J jnl
Self-adjusting the intensity of assortative mating in genetic algorithms.
Soft Comput.
Carlos M. Fernandes, Agostinho C. Rosa
2008 C conf
Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms.
HIS
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
2008 A conf
UMDAs for dynamic optimization problems.
GECCO
Carlos M. Fernandes, Cláudio F. Lima, Agostinho C. Rosa
2007 A conf
Binary ant algorithm.
GECCO
Carlos M. Fernandes, Agostinho C. Rosa, Vitorino Ramos
2007 J jnl
Computational Chemotaxis in Ants and Bacteria over Dynamic Environments
CoRR
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa, Ajith Abraham
2007 B conf
Computational chemotaxis in ants and bacteria over dynamic environments.
IEEE Congress on Evolutionary Computation
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa, Ajith Abraham
2007 Misc conf
Stigmergic optimization in dynamic binary landscapes.
SAC
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
2006 A conf
Self-regulated Population Size in Evolutionary Algorithms.
PPSN
Carlos M. Fernandes, Agostinho C. Rosa
2005 J jnl
On Ants, Bacteria and Dynamic Environments
CoRR
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
2005 J jnl
On Self-Regulated Swarms, Societal Memory, Speed and Dynamics
CoRR
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
2005 J jnl
Self-Regulated Artificial Ant Colonies on Digital Image Habitats
CoRR
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
2005 J jnl
Societal Implicit Memory and his Speed on Tracking Extrema over Dynamic Environments using Self-Regulatory Swarms
CoRR
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
2005 — conf
Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes.
ICANN (1)
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
2001 B conf
A study on non-random mating and varying population size in genetic algorithms using a royal road function.
CEC
Carlos M. Fernandes, Agostinho C. Rosa
2001 Misc conf
Using assortative mating in genetic algorithms for vector quantization problems.
SAC
Carlos M. Fernandes, Rui Tavares, Cristian Munteanu, Agostinho C. Rosa
2000 — conf
niGAVaPS - Outbreeding in Genetic Algorithms.
SAC (1)
Carlos M. Fernandes, Rui Tavares, Agostinho C. Rosa
1999 A conf
Evolutionary Algorithm for School Timetabling.
GECCO
Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa
1999 Misc conf
High School Weekly Timetabling by Evolutionary Algorithms.
SAC
Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa