Evolutionary Algorithm for School Timetabling. - Carlos M. Fernandes 001; João Paulo Caldeira; Fernando Melicio; Agostinho C. Rosa (GECCO, 1999)

High School Weekly Timetabling by Evolutionary Algorithms. - Carlos M. Fernandes 001; João Paulo Caldeira; Fernando Melicio; Agostinho C. Rosa (SAC, 1999)

niGAVaPS - Outbreeding in Genetic Algorithms. - Carlos M. Fernandes 001; Rui Tavares; Agostinho C. Rosa (SAC (1), 2000)

A study on non-random mating and varying population size in genetic algorithms using a royal road function. - Carlos M. Fernandes 001; Agostinho C. Rosa (CEC, 2001)

Using assortative mating in genetic algorithms for vector quantization problems. - Carlos M. Fernandes 001; Rui Tavares; Cristian Munteanu; Agostinho C. Rosa (SAC, 2001)

Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes. - Carlos M. Fernandes 001; Vitorino Ramos; Agostinho C. Rosa (ICANN (1), 2005)

On Self-Regulated Swarms, Societal Memory, Speed and Dynamics - Vitorino Ramos; Carlos M. Fernandes 001; Agostinho C. Rosa (CoRR, 2005)

Societal Implicit Memory and his Speed on Tracking Extrema over Dynamic Environments using Self-Regulatory Swarms - Vitorino Ramos; Carlos M. Fernandes 001; Agostinho C. Rosa (CoRR, 2005)

Self-Regulated Artificial Ant Colonies on Digital Image Habitats - Carlos M. Fernandes 001; Vitorino Ramos; Agostinho C. Rosa (CoRR, 2005)

On Ants, Bacteria and Dynamic Environments - Vitorino Ramos; Carlos M. Fernandes 001; Agostinho C. Rosa (CoRR, 2005)

Self-regulated Population Size in Evolutionary Algorithms. - Carlos M. Fernandes 001; Agostinho C. Rosa (PPSN, 2006)

Computational chemotaxis in ants and bacteria over dynamic environments. - Vitorino Ramos; Carlos M. Fernandes 001; Agostinho C. Rosa; Ajith Abraham (IEEE Congress on Evolutionary Computation, 2007)

Binary ant algorithm. - Carlos M. Fernandes 001; Agostinho C. Rosa; Vitorino Ramos (GECCO, 2007)

Stigmergic optimization in dynamic binary landscapes. - Carlos M. Fernandes 001; Vitorino Ramos; Agostinho C. Rosa (SAC, 2007)

KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification. - Antonio Miguel Mora; Carlos Miguel Fernandes 001; Juan Julián Merelo Guervós; Vitorino Ramos; Juan Luis Jiménez Laredo; Agostinho C. Rosa (ALIFE, 2008)

KANTS: Artifical Ant System for Classification. - Carlos M. Fernandes 001; Antonio Miguel Mora; Juan Julián Merelo Guervós; Vitorino Ramos; Juan Luis Jiménez Laredo; Agostinho C. Rosa (ANTS Conference, 2008)

A self-organized criticality mutation operator for dynamic optimization problems. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Vitorino Ramos; Agostinho C. Rosa (GECCO, 2008)

UMDAs for dynamic optimization problems. - Carlos M. Fernandes 001; Cláudio F. Lima; Agostinho C. Rosa (GECCO, 2008)

Investigating restricted tournament replacement in ECGA for non-stationary environments. - Cláudio F. Lima; Carlos M. Fernandes 001; Fernando G. Lobo (GECCO, 2008)

Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (HIS, 2008)

Evolvable Agents in Static and Dynamic Optimization Problems. - Juan Luis Jiménez Laredo; Pedro A. Castillo; Antonio Miguel Mora; Juan Julián Merelo Guervós; Agostinho Cláudio da Rosa; Carlos M. Fernandes 001 (PPSN, 2008)

KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification - Carlos M. Fernandes 001; Antonio Miguel Mora; Juan Julián Merelo Guervós; Vitorino Ramos; Juan Luis Jiménez Laredo (CoRR, 2008)

Resilience to churn of a peer-to-peer evolutionary algorithm. - Juan Luis Jiménez Laredo; Pedro A. Castillo; Antonio Miguel Mora; Juan Julián Merelo Guervós; Carlos M. Fernandes 001 (Int. J. High Perform. Syst. Archit., 2008)

Self-adjusting the intensity of assortative mating in genetic algorithms. - Carlos M. Fernandes 001; Agostinho C. Rosa (Soft Comput., 2008)

An Ant-Based Rule for UMDA's Update Strategy. - Carlos M. Fernandes 001; Cláudio F. Lima; Juan Luis Jiménez Laredo; Agostinho C. Rosa; Juan Julián Merelo Guervós (ECAL (2), 2009)

Improving genetic algorithms performance via deterministic population shrinkage. - Juan Luis Jiménez Laredo; Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Christian Gagné 001 (GECCO, 2009)

Studying the Cache Size in a Gossip-Based Evolutionary Algorithm. - Juan Luis Jiménez Laredo; Carlos M. Fernandes 001; Antonio Mora García; Pedro A. Castillo; Pablo García-Sánchez; Juan Julián Merelo Guervós (IDC, 2009)

Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (CoRR, 2009)

Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI (ICEC), 2010)

Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI (Selected Papers), 2010)

Sleeping with ants, SVMs, multilayer perceptrons and SOMs. - Antonio Miguel Mora; Carlos M. Fernandes 001; Luis Javier Herrera; Pedro A. Castillo; Juan Julián Merelo Guervós; Fernando Rojas 001; Agostinho C. Rosa (ISDA, 2010)

From pherographia to color pherographia: Color sketching with artificial ants. - Carlos M. Fernandes 001; Carlos Isidoro; Fábio Barata; Agostinho C. Rosa; Juan Julián Merelo Guervós (IEEE Congress on Evolutionary Computation, 2011)

Optimizing player behavior in a real-time strategy game using evolutionary algorithms. - Antonio Fernández-Ares; Antonio Miguel Mora; Juan Julián Merelo Guervós; Pablo García-Sánchez; Carlos M. Fernandes 001 (IEEE Congress on Evolutionary Computation, 2011)

A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Antonio Miguel Mora; Agostinho C. Rosa; Juan Julián Merelo Guervós (EvoApplications (1), 2011)

Symbolic representation of the EEG for sleep stage classification. - Luis Javier Herrera; Antonio Miguel Mora; Carlos M. Fernandes 001; Daria Migotina; Alberto Guillén; Agostinho C. Rosa (ISDA, 2011)

Optimizing Strategy Parameters in a Game Bot. - Antonio Fernández-Ares; Antonio Miguel Mora; Juan Julián Merelo Guervós; Pablo García-Sánchez; Carlos M. Fernandes 001 (IWANN (2), 2011)

The Sandpile Mutation Operator for Genetic Algorithms. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Antonio Miguel Mora; Agostinho C. Rosa; Juan Julián Merelo Guervós (LION, 2011)

Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm. - Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos M. Fernandes 001; Antonio Miguel Mora; Maribel García Arenas; Pedro A. Castillo; Pablo García-Sánchez (LION, 2011)

A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (Inf. Sci., 2011)

Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration. - Juan Julián Merelo Guervós; Antonio Miguel Mora; Carlos M. Fernandes 001; Anna Isabel Esparcia-Alcázar; Juan Luis Jiménez Laredo (3PGCIC, 2012)

Designing a Self-Organized Approach for Scheduling Bag-of-Tasks. - Juanlu J. Laredo; Bernabé Dorronsoro; Johnatan E. Pecero; Pascal Bouvry; Juan José Durillo; Carlos M. Fernandes 001 (3PGCIC, 2012)

Particle swarm with self-organized criticality. - Carlos Miguel Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa; Francisco Fernández 001 (GECCO (Companion), 2012)

Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm. - Carlos Miguel Fernandes 001; Antonio Miguel Mora; Juan Julián Merelo Guervós; Francisco Fernández 001; Agostinho C. Rosa (GECCO (Companion), 2012)

SofEA: a pool-based framework for evolutionary algorithms using CouchDB. - Juan Julián Merelo Guervós; Carlos M. Fernandes 001; Antonio Miguel Mora; Anna Isabel Esparcia-Alcázar (GECCO (Companion), 2012)

Validating design choices in a pool-based distributed evolutionary algorithms architecture. - Juan Julián Merelo Guervós; Antonio Miguel Mora; Anna Isabel Esparcia-Alcázar; Carlos M. Fernandes 001 (GECCO (Companion), 2012)

Photorealistic Rendering with an Ant Algorithm. - Carlos M. Fernandes 001; Antonio Mora García; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI (Selected Papers), 2012)

Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm. - Carlos M. Fernandes 001; Antonio Mora García; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI, 2012)

Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI, 2012)

A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (IJCCI (Selected Papers), 2012)

Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (PPSN (2), 2012)

Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms. - Antonio Miguel Mora; Antonio Fernández-Ares; Juan Julián Merelo Guervós; Pablo García-Sánchez; Carlos M. Fernandes 001 (J. Comput. Sci. Technol., 2012)

A study on time-varying partially connected topologies for the particle swarm. - Carlos M. Fernandes 001; Agostinho C. Rosa; Juan Luis Jiménez Laredo; Carlos Cotta; Juan Julián Merelo Guervós (IEEE Congress on Evolutionary Computation, 2013)

Photo rendering with swarms: From figurative to abstract pherogenic imaging. - Carlos M. Fernandes 001; Antonio Mora García; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (CICAC, 2013)

Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species. - Carlos M. Fernandes 001; Juanlu J. Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (ECAL, 2013)

Partially connected topologies for particle swarm. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Juan Luis Jiménez Laredo; Carlos Cotta; Agostinho C. Rosa (GECCO (Companion), 2013)

Developing services in a service oriented architecture for evolutionary algorithms. - Pablo García-Sánchez; María Isabel García Arenas; Antonio Miguel Mora; Pedro A. Castillo; Carlos M. Fernandes 001; Paloma de las Cuevas; Gustavo Romero; Jesús González 001; Juan Julián Merelo Guervós (GECCO (Companion), 2013)

Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies. - Carlos M. Fernandes 001; Agostinho C. Rosa; Juan Luis Jiménez Laredo; Carlos Cotta; Juan Julián Merelo Guervós (IJCCI, 2013)

Sleep Stage Classification Using Advanced Intelligent Methods. - José Manuel Sánchez Pascualvaca; Carlos M. Fernandes 001; Alberto Guillén; Antonio Miguel Mora; Rogerio Largo; Agostinho C. Rosa; Luis Javier Herrera (IWANN (1), 2013)

Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures. - Juan Luis Jiménez Laredo; Bernabé Dorronsoro Díaz; Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Pascal Bouvry (LION, 2013)

An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology. - Rafael Nogueras; Carlos Cotta; Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Agostinho C. Rosa (TPNC, 2013)

The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Agostinho C. Rosa; Juan Julián Merelo Guervós (Appl. Intell., 2013)

Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification. - Luis Javier Herrera; Carlos M. Fernandes 001; Antonio Miguel Mora; Daria Migotina; Rogerio Largo; Alberto Guillén; Agostinho C. Rosa (Int. J. Neural Syst., 2013)

Designing and testing a pool-based evolutionary algorithm. - Juan Julián Merelo Guervós; Antonio Miguel Mora; Carlos M. Fernandes 001; Anna Isabel Esparcia-Alcázar (Nat. Comput., 2013)

Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (EvoApplications, 2014)

Cooperative Selection: Improving Tournament Selection via Altruism. - Juan Luis Jiménez Laredo; Sune S. Nielsen; Grégoire Danoy; Pascal Bouvry; Carlos M. Fernandes 001 (EvoCOP, 2014)

Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (IJCCI (ECTA), 2014)

Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (IJCCI (Selected Papers), 2014)

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Rafael Nogueras; Agostinho C. Rosa (PPSN, 2014)

The sandpile scheduler - How self-organized criticality may lead to dynamic load-balancing. - Juan Luis Jiménez Laredo; Pascal Bouvry; Frédéric Guinand; Bernabé Dorronsoro; Carlos M. Fernandes 001 (Clust. Comput., 2014)

Designing robust volunteer-based evolutionary algorithms. - Juan Luis Jiménez Laredo; Pascal Bouvry; Daniel Lombraña González; Francisco Fernández de Vega; Maribel García Arenas; Juan Julián Merelo Guervós; Carlos M. Fernandes 001 (Genet. Program. Evolvable Mach., 2014)

KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art. - Carlos M. Fernandes 001; Antonio Miguel Mora; Juan Julián Merelo Guervós; Agostinho C. Rosa (IEEE Trans. Cybern., 2014)

Pherographs and other hidden landscapes. - Carlos M. Fernandes 001 (Int. J. Arts Technol., 2015)

Asynchronous Steady State Particle Swarm. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (GECCO (Companion), 2016)

An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm. - Carlos M. Fernandes 001; Juan Julián Merelo Guervós; Agostinho C. Rosa (PPSN, 2016)

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters. - Pablo García-Sánchez; Gustavo Romero; Jesús González 001; Antonio Miguel Mora; Maribel García Arenas; Pedro Ángel Castillo Valdivieso; Carlos M. Fernandes 001; Juan Julián Merelo Guervós (Appl. Soft Comput., 2016)

Dynamic Topologies for Particle Swarms. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta; Agostinho C. Rosa (Trans. Comput. Collect. Intell., 2016)

Self-organized criticality in code repositories. - Juan Julián Merelo Guervós; Pedro A. Castillo; Antonio Miguel Mora; Mario García Valdez; Carlos Cotta; Carlos M. Fernandes 001 (ECAL, 2017)

Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed. - Carlos M. Fernandes 001; Juan Luis Jiménez Laredo; Agostinho C. Rosa (IDC, 2017)

Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics. - Carlos M. Fernandes 001; Agostinho C. Rosa; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos Cotta (CEC, 2018)

Particle swarm and population structure. - Carlos M. Fernandes 001; Agostinho C. Rosa; Nuno Fachada; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós (GECCO (Companion), 2018)

Revisiting Population Structure and Particle Swarm Performance. - Carlos M. Fernandes 001; Nuno Fachada; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Pedro A. Castillo; Agostinho C. Rosa (IJCCI, 2018)

A cellular memetic algorithm for the examination timetabling problem. - Nuno Leite; Carlos M. Fernandes 001; Fernando Melicio; Agostinho C. Rosa (Comput. Oper. Res., 2018)

Genealogical patterns in evolutionary algorithms. - Carlos M. Fernandes 001; Agostinho C. Rosa; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós (GECCO (Companion), 2019)

Steady state particle swarm. - Carlos M. Fernandes 001; Nuno Fachada; Juan Julián Merelo Guervós; Agostinho C. Rosa (PeerJ Comput. Sci., 2019)

A Method for Estimating the Computational Complexity of Multimodal Functions. - Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Carlos M. Fernandes 001; Eric Sanlaville (EvoApplications, 2020)

Generative Art with Swarm Landscapes. - Diogo de Andrade; Nuno Fachada; Carlos M. Fernandes 001; Agostinho C. Rosa (Entropy, 2020)

Population sizing of cellular evolutionary algorithms. - Carlos M. Fernandes 001; Nuno Fachada; Juan Luis Jiménez Laredo; Juan Julián Merelo Guervós; Agostinho C. Rosa (Swarm Evol. Comput., 2020)

Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification. - Carlos M. Fernandes 001; Daria Migotina; Agostinho C. Rosa (IEEE Trans. Affect. Comput., 2021)

A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings. - Juan Luis Jiménez Laredo; Loïs Naudin; Nathalie Corson; Carlos M. Fernandes 001 (EvoApplications, 2022)

DeepSeek-V3, GPT-4, Phi-4, and LLaMA-3.3 generate correct code for LoRaWAN-related engineering tasks. - Daniel Fernandes; João Pedro Matos-Carvalho; Carlos M. Fernandes 001; Nuno Fachada (CoRR, 2025)

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries. - Nuno Fachada; Daniel Fernandes; Carlos M. Fernandes 001; Bruno D. Ferreira-Saraiva; João Pedro Matos-Carvalho (CoRR, 2025)