Carlos M. Fernandes

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 18

Top Topics

Fitness Landscape

Evolutionary Algorithm

Top Venues

GECCO (Companion)

EvoApplications

IEEE Trans. Cybern.

Publications

Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo, Christian Gagné
Improving genetic algorithms performance via deterministic population shrinkage. CoRR (2024)
Juan Luis Jiménez Laredo, Loïs Naudin, Nathalie Corson, Carlos M. Fernandes
A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings. EvoApplications (2022)
Carlos M. Fernandes, Daria Migotina, Agostinho C. Rosa
Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification. IEEE Trans. Affect. Comput. 12 (1) (2021)
Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Eric Sanlaville
A Method for Estimating the Computational Complexity of Multimodal Functions. EvoApplications (2020)
Diogo de Andrade, Nuno Fachada, Carlos M. Fernandes, Agostinho C. Rosa
Generative Art with Swarm Landscapes. Entropy 22 (11) (2020)
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa
Population sizing of cellular evolutionary algorithms. Swarm Evol. Comput. 58 (2020)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
Genealogical patterns in evolutionary algorithms. GECCO (Companion) (2019)
Carlos M. Fernandes, Nuno Fachada, Juan Julián Merelo Guervós, Agostinho C. Rosa
Steady state particle swarm. PeerJ Comput. Sci. 5 (2019)
Carlos M. Fernandes, Agostinho C. Rosa, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós
Particle swarm and population structure. GECCO (Companion) (2018)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta
Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics. CEC (2018)
Carlos M. Fernandes, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Pedro A. Castillo, Agostinho C. Rosa
Revisiting Population Structure and Particle Swarm Performance. IJCCI (2018)
Nuno Leite, Carlos M. Fernandes, Fernando Melicio, Agostinho C. Rosa
A cellular memetic algorithm for the examination timetabling problem. Comput. Oper. Res. 94 (2018)
Juan Julián Merelo Guervós, Pedro A. Castillo, Antonio Miguel Mora, Mario García Valdez, Carlos Cotta, Carlos M. Fernandes
Self-organized criticality in code repositories. ECAL (2017)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa
Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed. IDC (2017)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Asynchronous Steady State Particle Swarm. GECCO (Companion) (2016)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm. PPSN (2016)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Dynamic Topologies for Particle Swarms. Trans. Comput. Collect. Intell. 24 (2016)
Pablo García-Sánchez, Gustavo Romero, Jesús González, Antonio Miguel Mora, Maribel García Arenas, Pedro Ángel Castillo Valdivieso, Carlos M. Fernandes, Juan Julián Merelo Guervós
Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. Appl. Soft Comput. 38 (2016)
Carlos M. Fernandes
Pherographs and other hidden landscapes. Int. J. Arts Technol. 8 (2) (2015)
Juan Luis Jiménez Laredo, Pascal Bouvry, Daniel Lombraña González, Francisco Fernández de Vega, Maribel García Arenas, Juan Julián Merelo Guervós, Carlos M. Fernandes
Designing robust volunteer-based evolutionary algorithms. Genet. Program. Evolvable Mach. 15 (3) (2014)
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho C. Rosa
KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art. IEEE Trans. Cybern. 44 (6) (2014)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations. IJCCI (ECTA) (2014)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations. IJCCI (Selected Papers) (2014)
Juan Luis Jiménez Laredo, Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, Carlos M. Fernandes
Cooperative Selection: Improving Tournament Selection via Altruism. EvoCOP (2014)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Rafael Nogueras, Agostinho C. Rosa
Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms. PPSN (2014)
Juan Luis Jiménez Laredo, Pascal Bouvry, Frédéric Guinand, Bernabé Dorronsoro, Carlos M. Fernandes
The sandpile scheduler - How self-organized criticality may lead to dynamic load-balancing. Clust. Comput. 17 (2) (2014)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations. EvoApplications (2014)
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
Developing services in a service oriented architecture for evolutionary algorithms. GECCO (Companion) (2013)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Carlos Cotta, Agostinho C. Rosa
Partially connected topologies for particle swarm. GECCO (Companion) (2013)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós
Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies. IJCCI (2013)
Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar
Designing and testing a pool-based evolutionary algorithm. Nat. Comput. 12 (2) (2013)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós
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. 39 (2) (2013)
Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Carlos Cotta, Juan Julián Merelo Guervós
A study on time-varying partially connected topologies for the particle swarm. IEEE Congress on Evolutionary Computation (2013)
Juan Luis Jiménez Laredo, Bernabé Dorronsoro Díaz, Carlos M. Fernandes, Juan Julián Merelo Guervós, Pascal Bouvry
Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures. LION (2013)
Luis Javier Herrera, Carlos M. Fernandes, Antonio Miguel Mora, Daria Migotina, Rogerio Largo, Alberto Guillén, Agostinho C. Rosa
Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification. Int. J. Neural Syst. 23 (3) (2013)
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Photo rendering with swarms: From figurative to abstract pherogenic imaging. CICAC (2013)
Rafael Nogueras, Carlos Cotta, Carlos M. Fernandes, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Agostinho C. Rosa
An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology. TPNC (2013)
José Manuel Sánchez Pascualvaca, Carlos M. Fernandes, Alberto Guillén, Antonio Miguel Mora, Rogerio Largo, Agostinho C. Rosa, Luis Javier Herrera
Sleep Stage Classification Using Advanced Intelligent Methods. IWANN (1) (2013)
Carlos M. Fernandes, Juanlu J. Laredo, Juan Julián Merelo Guervós, Carlos Cotta, Agostinho C. Rosa
Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species. ECAL (2013)
Juan Julián Merelo Guervós, Antonio Miguel Mora, Carlos M. Fernandes, Anna Isabel Esparcia-Alcázar, Juan Luis Jiménez Laredo
Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration. 3PGCIC (2012)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality. IJCCI (Selected Papers) (2012)
Juanlu J. Laredo, Bernabé Dorronsoro, Johnatan E. Pecero, Pascal Bouvry, Juan José Durillo, Carlos M. Fernandes
Designing a Self-Organized Approach for Scheduling Bag-of-Tasks. 3PGCIC (2012)
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa
Photorealistic Rendering with an Ant Algorithm. IJCCI (Selected Papers) (2012)
Juan Julián Merelo Guervós, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar, Carlos M. Fernandes
Validating design choices in a pool-based distributed evolutionary algorithms architecture. GECCO (Companion) (2012)
Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Anna Isabel Esparcia-Alcázar
SofEA: a pool-based framework for evolutionary algorithms using CouchDB. GECCO (Companion) (2012)
Antonio Miguel Mora, Antonio Fernández-Ares, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms. J. Comput. Sci. Technol. 27 (5) (2012)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model. PPSN (2) (2012)
Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa
Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm. IJCCI (2012)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm. IJCCI (2012)
Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Antonio Miguel Mora, Maribel García Arenas, Pedro A. Castillo, Pablo García-Sánchez
Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm. LION (2011)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós
The Sandpile Mutation Operator for Genetic Algorithms. LION (2011)
Carlos M. Fernandes, Juan Luis Jiménez Laredo, Antonio Miguel Mora, Agostinho C. Rosa, Juan Julián Merelo Guervós
A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile. EvoApplications (1) (2011)
Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
Optimizing Strategy Parameters in a Game Bot. IWANN (2) (2011)
Antonio Fernández-Ares, Antonio Miguel Mora, Juan Julián Merelo Guervós, Pablo García-Sánchez, Carlos M. Fernandes
Optimizing player behavior in a real-time strategy game using evolutionary algorithms. IEEE Congress on Evolutionary Computation (2011)
Luis Javier Herrera, Antonio Miguel Mora, Carlos M. Fernandes, Daria Migotina, Alberto Guillén, Agostinho C. Rosa
Symbolic representation of the EEG for sleep stage classification. ISDA (2011)
Carlos M. Fernandes, Carlos Isidoro, Fábio Barata, Agostinho C. Rosa, Juan Julián Merelo Guervós
From pherographia to color pherographia: Color sketching with artificial ants. IEEE Congress on Evolutionary Computation (2011)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization. Inf. Sci. 181 (20) (2011)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions. IJCCI (Selected Papers) (2010)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm. IJCCI (ICEC) (2010)
Antonio Miguel Mora, Carlos M. Fernandes, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas, Agostinho C. Rosa
Sleeping with ants, SVMs, multilayer perceptrons and SOMs. ISDA (2010)
Juan Luis Jiménez Laredo, Carlos M. Fernandes, Antonio Mora García, Pedro A. Castillo, Pablo García-Sánchez, Juan Julián Merelo Guervós
Studying the Cache Size in a Gossip-Based Evolutionary Algorithm. IDC (2009)
Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo Guervós, Christian Gagné
Improving genetic algorithms performance via deterministic population shrinkage. GECCO (2009)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions CoRR (2009)
Carlos M. Fernandes, Cláudio F. Lima, Juan Luis Jiménez Laredo, Agostinho C. Rosa, Juan Julián Merelo Guervós
An Ant-Based Rule for UMDA's Update Strategy. ECAL (2) (2009)
Cláudio F. Lima, Carlos M. Fernandes, Fernando G. Lobo
Investigating restricted tournament replacement in ECGA for non-stationary environments. GECCO (2008)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Agostinho C. Rosa
A self-organized criticality mutation operator for dynamic optimization problems. GECCO (2008)
Carlos M. Fernandes, Cláudio F. Lima, Agostinho C. Rosa
UMDAs for dynamic optimization problems. GECCO (2008)
Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa
Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms. HIS (2008)
Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Agostinho Cláudio da Rosa, Carlos M. Fernandes
Evolvable Agents in Static and Dynamic Optimization Problems. PPSN (2008)
Juan Luis Jiménez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julián Merelo Guervós, Carlos M. Fernandes
Resilience to churn of a peer-to-peer evolutionary algorithm. Int. J. High Perform. Syst. Archit. 1 (4) (2008)
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo, Agostinho C. Rosa
KANTS: Artifical Ant System for Classification. ANTS Conference (2008)
Carlos M. Fernandes, Agostinho C. Rosa
Self-adjusting the intensity of assortative mating in genetic algorithms. Soft Comput. 12 (10) (2008)
Carlos M. Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo
KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification CoRR (2008)
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa, Ajith Abraham
Computational chemotaxis in ants and bacteria over dynamic environments. IEEE Congress on Evolutionary Computation (2007)
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
Stigmergic optimization in dynamic binary landscapes. SAC (2007)
Carlos M. Fernandes, Agostinho C. Rosa, Vitorino Ramos
Binary ant algorithm. GECCO (2007)
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa, Ajith Abraham
Computational Chemotaxis in Ants and Bacteria over Dynamic Environments CoRR (2007)
Carlos M. Fernandes, Agostinho C. Rosa
Self-regulated Population Size in Evolutionary Algorithms. PPSN (2006)
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
Self-Regulated Artificial Ant Colonies on Digital Image Habitats CoRR (2005)
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
Societal Implicit Memory and his Speed on Tracking Extrema over Dynamic Environments using Self-Regulatory Swarms CoRR (2005)
Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa
Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes. ICANN (1) (2005)
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
On Ants, Bacteria and Dynamic Environments CoRR (2005)
Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa
On Self-Regulated Swarms, Societal Memory, Speed and Dynamics CoRR (2005)
Carlos M. Fernandes, Rui Tavares, Cristian Munteanu, Agostinho C. Rosa
Using assortative mating in genetic algorithms for vector quantization problems. SAC (2001)
Carlos M. Fernandes, Rui Tavares, Agostinho C. Rosa
niGAVaPS - Outbreeding in Genetic Algorithms. SAC (1) (2000)
Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa
Evolutionary Algorithm for School Timetabling. GECCO (1999)
Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa
High School Weekly Timetabling by Evolutionary Algorithms. SAC (1999)