Carlos M. Fernandes

Orcid: 0000-0002-1594-6785

Affiliations:
  • University of Lisbon, Portugal


According to our database1, Carlos M. Fernandes authored at least 89 papers between 1999 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021
Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification.
IEEE Trans. Affect. Comput., 2021

2020
Population sizing of cellular evolutionary algorithms.
Swarm Evol. Comput., 2020

Generative Art with Swarm Landscapes.
Entropy, 2020

A Method for Estimating the Computational Complexity of Multimodal Functions.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
Steady state particle swarm.
PeerJ Comput. Sci., 2019

Genealogical patterns in evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
A cellular memetic algorithm for the examination timetabling problem.
Comput. Oper. Res., 2018

Revisiting Population Structure and Particle Swarm Performance.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

Particle swarm and population structure.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed.
Proceedings of the Intelligent Distributed Computing XI - Proceedings of the 11th International Symposium on Intelligent Distributed Computing, 2017

Self-organized criticality in code repositories.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
Dynamic Topologies for Particle Swarms.
Trans. Comput. Collect. Intell., 2016

Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters.
Appl. Soft Comput., 2016

An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Asynchronous Steady State Particle Swarm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Pherographs and other hidden landscapes.
Int. J. Arts Technol., 2015

2014
KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art.
IEEE Trans. Cybern., 2014

Designing robust volunteer-based evolutionary algorithms.
Genet. Program. Evolvable Mach., 2014

The sandpile scheduler - How self-organized criticality may lead to dynamic load-balancing.
Clust. Comput., 2014

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations.
Proceedings of the Computational Intelligence - International Joint Conference, 2014

Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations.
Proceedings of the ECTA 2014, 2014

Cooperative Selection: Improving Tournament Selection via Altruism.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013
Designing and testing a pool-based evolutionary algorithm.
Nat. Comput., 2013

Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification.
Int. J. Neural Syst., 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.
Appl. Intell., 2013

An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology.
Proceedings of the Theory and Practice of Natural Computing, 2013

Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Sleep Stage Classification Using Advanced Intelligent Methods.
Proceedings of the Advances in Computational Intelligence, 2013

Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies.
Proceedings of the IJCCI 2013, 2013

Developing services in a service oriented architecture for evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Partially connected topologies for particle swarm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Photo rendering with swarms: From figurative to abstract pherogenic imaging.
Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013

A study on time-varying partially connected topologies for the particle swarm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms.
J. Comput. Sci. Technol., 2012

Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality.
Proceedings of the Computational Intelligence - International Joint Conference, 2012

Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Photorealistic Rendering with an Ant Algorithm.
Proceedings of the Computational Intelligence - International Joint Conference, 2012

Validating design choices in a pool-based distributed evolutionary algorithms architecture.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

SofEA: a pool-based framework for evolutionary algorithms using CouchDB.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Particle swarm with self-organized criticality.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Designing a Self-Organized Approach for Scheduling Bag-of-Tasks.
Proceedings of the 2012 Seventh International Conference on P2P, 2012

Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration.
Proceedings of the 2012 Seventh International Conference on P2P, 2012

2011
A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization.
Inf. Sci., 2011

Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

The Sandpile Mutation Operator for Genetic Algorithms.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Optimizing Strategy Parameters in a Game Bot.
Proceedings of the Advances in Computational Intelligence, 2011

Symbolic representation of the EEG for sleep stage classification.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile.
Proceedings of the Applications of Evolutionary Computation, 2011

Optimizing player behavior in a real-time strategy game using evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

From pherographia to color pherographia: Color sketching with artificial ants.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions.
Proceedings of the Computational Intelligence, 2010

Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

2009
Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions
CoRR, 2009

Studying the Cache Size in a Gossip-Based Evolutionary Algorithm.
Proceedings of the Intelligent Distributed Computing III, Proceedings of the 3rd International Symposium on Intelligent Distributed Computing, 2009

Improving genetic algorithms performance via deterministic population shrinkage.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

An Ant-Based Rule for UMDA's Update Strategy.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008
Self-adjusting the intensity of assortative mating in genetic algorithms.
Soft Comput., 2008

Resilience to churn of a peer-to-peer evolutionary algorithm.
Int. J. High Perform. Syst. Archit., 2008

KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification
CoRR, 2008

Evolvable Agents in Static and Dynamic Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature, 2008

Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Investigating restricted tournament replacement in ECGA for non-stationary environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

UMDAs for dynamic optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

A self-organized criticality mutation operator for dynamic optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

KANTS: Artifical Ant System for Classification.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification.
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007
Stigmergic optimization in dynamic binary landscapes.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Binary ant algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Computational chemotaxis in ants and bacteria over dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Self-regulated Population Size in Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2006

2005
On Ants, Bacteria and Dynamic Environments
CoRR, 2005

Self-Regulated Artificial Ant Colonies on Digital Image Habitats
CoRR, 2005

Societal Implicit Memory and his Speed on Tracking Extrema over Dynamic Environments using Self-Regulatory Swarms
CoRR, 2005

On Self-Regulated Swarms, Societal Memory, Speed and Dynamics
CoRR, 2005

Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2001
Using assortative mating in genetic algorithms for vector quantization problems.
Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001

A study on non-random mating and varying population size in genetic algorithms using a royal road function.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
niGAVaPS - Outbreeding in Genetic Algorithms.
Proceedings of the Applied Computing 2000, 2000

1999
High School Weekly Timetabling by Evolutionary Algorithms.
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999

Evolutionary Algorithm for School Timetabling.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999


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