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Carlos M. Fernandes 0001
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- affiliation: University of Lisbon, Portugal
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2020 – today
- 2024
- [i8]Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo, Christian Gagné:
Improving genetic algorithms performance via deterministic population shrinkage. CoRR abs/2401.12121 (2024) - 2022
- [c65]Juan Luis Jiménez Laredo, Loïs Naudin, Nathalie Corson, Carlos M. Fernandes:
A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings. EvoApplications 2022: 15-29 - 2021
- [j18]Carlos M. Fernandes, Daria Migotina, Agostinho C. Rosa:
Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification. IEEE Trans. Affect. Comput. 12(1): 103-112 (2021) - 2020
- [j17]Diogo de Andrade, Nuno Fachada, Carlos M. Fernandes, Agostinho C. Rosa:
Generative Art with Swarm Landscapes. Entropy 22(11): 1284 (2020) - [j16]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: 100721 (2020) - [c64]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: 197-211
2010 – 2019
- 2019
- [j15]Carlos M. Fernandes, Nuno Fachada, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Steady state particle swarm. PeerJ Comput. Sci. 5: e202 (2019) - [c63]Carlos M. Fernandes, Agostinho C. Rosa, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós:
Genealogical patterns in evolutionary algorithms. GECCO (Companion) 2019: 283-284 - 2018
- [j14]Nuno Leite, Carlos M. Fernandes, Fernando Melicio, Agostinho C. Rosa:
A cellular memetic algorithm for the examination timetabling problem. Comput. Oper. Res. 94: 118-138 (2018) - [c62]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: 1-8 - [c61]Carlos M. Fernandes, Agostinho C. Rosa, Nuno Fachada, Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós:
Particle swarm and population structure. GECCO (Companion) 2018: 85-86 - [c60]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: 248-254 - 2017
- [c59]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: 545-552 - [c58]Carlos M. Fernandes, Juan Luis Jiménez Laredo, Agostinho C. Rosa:
Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed. IDC 2017: 15-25 - 2016
- [j13]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: 530-547 (2016) - [j12]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: 1-18 (2016) - [c57]Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Asynchronous Steady State Particle Swarm. GECCO (Companion) 2016: 1-2 - [c56]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: 167-177 - 2015
- [j11]Carlos M. Fernandes:
Pherographs and other hidden landscapes. Int. J. Arts Technol. 8(2): 132-166 (2015) - 2014
- [j10]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): 191-204 (2014) - [j9]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): 221-244 (2014) - [j8]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): 843-856 (2014) - [c55]Juan Luis Jiménez Laredo, Sune S. Nielsen, Grégoire Danoy, Pascal Bouvry, Carlos M. Fernandes:
Cooperative Selection: Improving Tournament Selection via Altruism. EvoCOP 2014: 85-96 - [c54]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: 665-677 - [c53]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: 86-94 - [c52]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: 97-111 - [c51]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: 50-59 - 2013
- [j7]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): 279-306 (2013) - [j6]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) - [j5]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): 149-162 (2013) - [c50]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: 2450-2456 - [c49]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: 32-39 - [c48]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: 523-530 - [c47]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: 11-12 - [c46]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: 1341-1348 - [c45]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: 47-55 - [c44]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: 604-612 - [c43]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: 444-449 - [c42]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: 205-216 - 2012
- [j4]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): 1007-1023 (2012) - [c41]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: 19-24 - [c40]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: 315-320 - [c39]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: 109-116 - [c38]Carlos Miguel Fernandes, Antonio Miguel Mora, Juan Julián Merelo Guervós, Francisco Fernández, Agostinho C. Rosa:
Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm. GECCO (Companion) 2012: 435-442 - [c37]Carlos Miguel Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa, Francisco Fernández:
Particle swarm with self-organized criticality. GECCO (Companion) 2012: 1397-1398 - [c36]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: 1517-1518 - [c35]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: 49-62 - [c34]Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm. IJCCI 2012: 62-71 - [c33]Carlos M. Fernandes, Antonio Mora García, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Photorealistic Rendering with an Ant Algorithm. IJCCI (Selected Papers) 2012: 63-77 - [c32]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: 72-80 - [c31]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: 153-163 - 2011
- [j3]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): 4428-4459 (2011) - [c30]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: 1124-1131 - [c29]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: 2017-2024 - [c28]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: 32-42 - [c27]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: 253-258 - [c26]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: 325-332 - [c25]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: 552-566 - [c24]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: 582-585 - 2010
- [c23]Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm. IJCCI (ICEC) 2010: 104-113 - [c22]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: 115-130 - [c21]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: 126-131
2000 – 2009
- 2009
- [c20]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: 391-398 - [c19]Juan Luis Jiménez Laredo, Carlos M. Fernandes, Juan Julián Merelo Guervós, Christian Gagné:
Improving genetic algorithms performance via deterministic population shrinkage. GECCO 2009: 819-826 - [c18]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: 131-140 - [i7]Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions. CoRR abs/0904.3063 (2009) - 2008
- [j2]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): 260-268 (2008) - [j1]Carlos M. Fernandes, Agostinho C. Rosa:
Self-adjusting the intensity of assortative mating in genetic algorithms. Soft Comput. 12(10): 955-979 (2008) - [c17]Antonio Miguel Mora, Carlos Miguel Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Juan Luis Jiménez Laredo, Agostinho C. Rosa:
KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification. ALIFE 2008: 428-435 - [c16]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: 339-346 - [c15]Carlos M. Fernandes, Cláudio F. Lima, Agostinho C. Rosa:
UMDAs for dynamic optimization problems. GECCO 2008: 399-406 - [c14]Cláudio F. Lima, Carlos M. Fernandes, Fernando G. Lobo:
Investigating restricted tournament replacement in ECGA for non-stationary environments. GECCO 2008: 439-446 - [c13]Carlos M. Fernandes, Juan Julián Merelo Guervós, Vitorino Ramos, Agostinho C. Rosa:
A self-organized criticality mutation operator for dynamic optimization problems. GECCO 2008: 937-944 - [c12]Carlos M. Fernandes, Juan Julián Merelo Guervós, Agostinho C. Rosa:
Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms. HIS 2008: 59-64 - [c11]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: 488-497 - [i6]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 abs/0803.2695 (2008) - 2007
- [c10]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: 1109-1117 - [c9]Carlos M. Fernandes, Agostinho C. Rosa, Vitorino Ramos:
Binary ant algorithm. GECCO 2007: 41-48 - [c8]Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa:
Stigmergic optimization in dynamic binary landscapes. SAC 2007: 747-748 - [i5]Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa, Ajith Abraham:
Computational Chemotaxis in Ants and Bacteria over Dynamic Environments. CoRR abs/0712.0744 (2007) - 2006
- [c7]Carlos M. Fernandes, Agostinho C. Rosa:
Self-regulated Population Size in Evolutionary Algorithms. PPSN 2006: 920-929 - 2005
- [c6]Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa:
Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes. ICANN (1) 2005: 311-316 - [i4]Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa:
On Self-Regulated Swarms, Societal Memory, Speed and Dynamics. CoRR abs/cs/0512002 (2005) - [i3]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 abs/cs/0512003 (2005) - [i2]Carlos M. Fernandes, Vitorino Ramos, Agostinho C. Rosa:
Self-Regulated Artificial Ant Colonies on Digital Image Habitats. CoRR abs/cs/0512004 (2005) - [i1]Vitorino Ramos, Carlos M. Fernandes, Agostinho C. Rosa:
On Ants, Bacteria and Dynamic Environments. CoRR abs/cs/0512005 (2005) - 2001
- [c5]Carlos M. Fernandes, Agostinho C. Rosa:
A study on non-random mating and varying population size in genetic algorithms using a royal road function. CEC 2001: 60-66 - [c4]Carlos M. Fernandes, Rui Tavares, Cristian Munteanu, Agostinho C. Rosa:
Using assortative mating in genetic algorithms for vector quantization problems. SAC 2001: 361-365 - 2000
- [c3]Carlos M. Fernandes, Rui Tavares, Agostinho C. Rosa:
niGAVaPS - Outbreeding in Genetic Algorithms. SAC (1) 2000: 477-482
1990 – 1999
- 1999
- [c2]Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa:
Evolutionary Algorithm for School Timetabling. GECCO 1999: 1777 - [c1]Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa:
High School Weekly Timetabling by Evolutionary Algorithms. SAC 1999: 344-350
Coauthor Index
aka: Pedro Ángel Castillo Valdivieso
aka: Antonio Miguel Mora
aka: Juan Julián Merelo
aka: Juanlu J. Laredo
aka: Agostinho Cláudio da Rosa
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