Carlos Fernandes

Former Collaborator

Research Fellow

Position: Post-Doc Researcher

Group: Evolutionary Systems and Biomedical Engineering Lab (LaSEEB)

Email: cfernandes@laseeb.isr.tecnico.ulisboa.pt

Phone: +351-218418273

Office: 6.22

FCT: J00557302VXE

[1] AGHORA – Genetic Algorithms in Dynamic Timetable Scheduling – FCT [01-1997; 01-2000]

[1] Carlos Fernandes, Nuno Fachada, J. L. J. Laredo, J. J. Merelo, Agostinho Rosa "Population sizing of cellular evolutionary algorithms", Swarm and Evolutionary Computation, Vol. 58, 100721, 2020

[2] Carlos Fernandes, Nuno Fachada, Juan Merelo, Agostinho Rosa "Steady state particle swarm", PeerJ Computer Science 5: e202, 2019

[3] Carlos Fernandes, Daria Migotina, Agostinho Rosa "Brain’s Night Symphony (BraiNSy): A Methodology for EEG Sonification", IEEE Transactions on Affective Computing, 2018

[4] Nuno Leite, Carlos Fernandes, Fernando Melicio, Agostinho Rosa "A cellular memetic algorithm for the examination timetabling problem", Computers & Operations Research vol. 94, pp 118-138, 2018

[5] Carlos Fernandes "Pherographs and Other Hidden Landscapes", International Journal of Arts and Technology, vol.8, n.2, pp. 132-166, 2015, Print ISSN: 1754-8853 Online ISSN: 1754-8861, DOI: 10.1504/IJART.2015.069553, 2015

[6] Carlos Fernandes, Agostinho Rosa, J. J. Merelo, A.M. Mora "KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art", IEEE Transactions on Systems, Man and Cybernetics, Vol. 44(6), pp. 843-56, 2014

[7] Juan L. J. Laredo, Carlos Fernandes, B. Dorronsoro, F. Guinand, P. Bouvry "The Sandpile Scheduler: How self-organized criticality may lead to dynamic load-balancing", Journal of Cluster Computing, Springer, Vol. 17, Issue 2, pp. 191-204, June, 2014

[8] Juan L. J. Laredo, P. Bouvry, D. L. Gonzalez, F. de la Vega, M. G. Arenas, J. J. Merelo, Carlos Fernandes "Designing Robust Volunteer-based Evolutionary Algorithms", Genetic Programming and Evolvable Machines, Springer, Vol. 15, No. 3, pp 221-244, 2014

[9] L. J. Herrera, A.M. Mora, A. Guillen, Daria Migotina, Rogério Largo, Agostinho Rosa, Carlos Fernandes "Combination of Feature Extraction Methods from EEG and Context Information for Sleep Stage Classification", International Journal of Neural Systems, Vol. 23, No. 3, June, 2013

[10] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, Agostinho Rosa "The Sandpile Mutation Genetic Algorithm: an Investigation on the Working Mechanisms of a Diversity-Oriented and Self-Organized Mutation Operator for Non-stationary Functions", Applied Intelligence, Vol. 39, Nº2, Springer, pp.279-306, 2013

[11] J. J. Merelo, A.M. Mora, Carlos Fernandes, A.I. Esparcia-Alcazar "Designing and Testing a Pool-based Evolutionary Algorithm", Natural Computing, Vol. 12, No. 2, pp. 149-162, June, 2013

[12] A.M. Mora, A. Fernandez-Ares, J. J. Merelo, P. Garcia-Sanchez, Carlos Fernandes "Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms", Journal of Computer Science and Technology, 27(5), pp. 1007-1023, 2012

[13] Carlos Fernandes, J. J. Merelo, Agostinho Rosa "A comparative study on the performance of dissortative mating and immigrants strategies for evolutionary dynamic optimization", Special Issue on Interpretable Fuzzy Systems, Information Sciences, Vol. 181, No. 20, pp. 4428-4459, 2011

[14] Carlos Fernandes "Pherographia: Drawing by Ants", Leonardo Journal, Vol. 43, Issue 2, pp. 107 112, 2010

[15] Agostinho Rosa, Carlos Fernandes "Self-Adjusting the Intensity of Assortative Mating in Genetic Algorithms", Journal of Soft Computing 12(10), pp. 955-979, 2008

[16] Carlos Fernandes, V. Ramos, Agostinho Rosa "Self-Regulated Artificial Ant Colonies on Digital Image Habitats", International Journal of Lateral Computing, Vol. 2, No. 1, pp. 1- 8, 2005

[1] Carlos Fernandes "Paisagens Ocultas – Notas sobre Arte, Ciência e Criatividade Distribuída", Colecção REFLEX | Reflexões sobre fotografia. Edições TPP, 2015, 2015

[1] Carlos Fernandes, Juan L. J. Laredo, Agostinho Rosa "Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed", Studies in Computational Intelligence, Vol. 737, Intelligent Distributed Computing XI, pp 15-25, Springer International Publishing, 2018

[2] Carlos Fernandes, Agostinho Rosa, Juan L. J. Laredo, Carlos Cotta, J. J. Merelo "Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies", LCNS Transaction of Computational Collective Intelligence Journal, Springer., 2015

[3] Carlos Fernandes, J. J. Merelo, A.M. Mora, Agostinho Rosa "Photorealistic rendering with an Ant Algorithm", Studies in Computational Intelligence, Volume 577, pp. 63-77 , 2015

[4] Carlos Fernandes, J. J. Merelo, Agostinho Rosa "A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality", Studies in Computational Intelligence, Vol. 577, pp. 49-62 , 2015

[5] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Cotta, Agostinho Rosa "Shuffle and Mate: a Dynamic Model for Spatially Structured Evolutionary Algorithms", Parallel Problem Solving from Nature – PPSN XIII, Lecture Notes in Computer Science Volume 8672, 2014, pp 50-59; Print ISBN 978-3-319-10761-5, 2014

[6] Carlos Fernandes, Juan L. J. Laredo, J. Laredo, J. J. Merelo, C. Cotta, Agostinho Rosa "Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species", Advances in Artificial Life, P. Lio, O. Miglino, G. Nicosia, S. Nolfi, M. Pavone (eds), pp. 523-530. MIT Press, Ebook ISBN: 9780262317092, 2013

[7] Carlos Fernandes, J. J. Merelo, Agostinho Rosa "Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non Stationary Fitness Functions", Studies in Computational Intelligence, Springer, Volume 399, pp 115-130, 2012

[8] A.M. Mora, Carlos Fernandes, J. J. Merelo "KANTS: A Self-Organized Ant System for Pattern Clustering and Classification, in Ant Colonies: Behavior in Insects and Computer Applications", Ant Colonies: Behavior in Insects and Computer Applications, Nova Publishers, 2011

[9] Juan L. J. Laredo, J. J. Merelo, Carlos Fernandes, A. Mora, M. G. Arenas, P. Castillo, P. G. Sanchez "Analysing the Performance of Different Population Structures for an Agent-based Evolutionary Algorithm", LNCS, Computer Science, Vol. 6683, pp. 582-585, 2011

[10] Carlos Fernandes, Juan L. J. Laredo, A. Mora, Agostinho Rosa, J. J. Merelo "A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile", LNCS, Applications of Evolutionary Computation, Vol. 6624, pp. 32-42, 2011

[11] Carlos Fernandes, Juan L. J. Laredo, A. Mora, Agostinho Rosa, J. J. Merelo "The Sandpile Mutation Operator for Genetic Algorithms", LNCS, Learning and Intelligent Optimization, Vol. 6683, pp. 552-556, 2011

[12] Agostinho Rosa, Carlos Fernandes "An Ant-based Rule for UMDAs Update Strategy", LNCS, Artificial Life, Part I, pp. 339-346 Springer, 2009

[13] Agostinho Rosa, Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, A.M. Mora, P. A. Castillo "Evolvable Agents in Static and Dynamic Optimization Problems", PPSN, Lecture Notes in Computer Sciences 5199, Springer-Verlag, ISBN 978-3-540-87699-1, pp. 488-497, 2008

[14] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes, Juan L. J. Laredo, A.M. Mora, J. Merelo "KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification", ALIFE XI, pp. 428-435, MIT Press, 2008

[15] Agostinho Rosa, Carlos Fernandes "Evolutionary Algorithms with Dissortative Mating on Static and Dynamic Environments", Advances in Evolutionary Algorithms”, Witold Kosinski (Ed.), Ch. 10, pp 181-206, ISBN 978-953-7619-11-4. InTech, 2008

[16] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes "On Self-Regulated Swarms, Societal Memory, Speed and Dynamics", Neural and Evolutionary Computing, abs/cs/0512002, 2006

[17] Agostinho Rosa, Carlos Fernandes "Self-Regulated Population Size in Evolutionary Algorithms", Proc. PPSN 2006 - 9th International Conference on Parallel Problem Solving from Nature, pp. 921-929, Reykjavic, Iceland, 2006

[18] Carlos Fernandes, V. Ramos, Agostinho Rosa "Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes", W. Duch, J. Kacprzyk, E. Oja, S. Zadrozny (Eds.), Artificial Neural Networks: Biological Inspirations, LNCS series, Vol. 3696, Part I, pp. 311-316, Springer-Verlag, 2005

[19] Carlos Fernandes, João Caldeira, Agostinho Rosa "Infected Genes Evolutionary Algorithm for School Timetabling", A Grmela, N Mastorkis (Eds), pp 245-249, WSEAS Press, 2002

[1] Carlos Fernandes, Agostinho Rosa, Juan L. J. Laredo, Juan Merelo "Genealogical patterns in evolutionary algorithms", Proc. of the Genetic and Evolutionary Computation Conference Companion, pp 283–284, 2019

[2] Carlos Fernandes, Nuno Fachada, Juan L. J. Laredo, Juan Merelo, Pedro Castillo, Agostinho Rosa "Revisiting Population Structure and Particle Swarm Performance", Proc. 10th International Joint Conference on Computational Intelligence IJCCI, Seville, Spain, Vol.1, pp 248-254, 2018

[3] Carlos Fernandes, Agostinho Rosa, Nuno Fachada, J. L. J. Laredo, J. J. Merelo "Particle swarm and population structure", Proc. of the Genetic and Evolutionary Computation Conference Companion (GECCO '18), Hernan Aguirre (Ed.). ACM, New York, NY, USA, 85-86, 2018

[4] Carlos Fernandes "Abstracting the Abstract: A Swarm Art Project", Proc. of ARTECH 2017 - 8th International Conference on Digital Arts, Macau, China, pp. 171-174, 2017

[5] Carlos Fernandes, Daria Migotina, Rogério Largo, Agostinho Rosa "Sonification of Sleep EEG", Proc. of ARTECH 2017 - 8th International Conference on Digital Arts, Macau, China, pp. 161-164, 2017

[6] J. J. Merelo, P. Castillo, A.M. Mora, M. García-Valdez , C. Cotta, Carlos Fernandes "Self-organized criticality in code repositories", Proc. of ECAL 2017 - 14th European Conference on Artificial Life, Lyon, France, pp. 545-552, 2017

[7] Carlos Fernandes, J. J. Merelo, Agostinho Rosa "Asynchronous Steady State Particle Swarm", Proc. of GECCO 2016 - Genetic and Evolutionary Computation Conference Companion, Denver, Colorado, USA, 2016

[8] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Cotta, Agostinho Rosa "Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations", Proceedings of the Evolutionary Computation Theory and Applications (ECTA)., 2014

[9] L. J. Herrera, A. Guillen, H. Pomares, I. Rojas, O. Valenzuela, A. Mora, Carlos Fernandes "Stacked Sequential Learning and Time Series Prediction Approaches for Sleep Stage Classification from Polysomnography Data", ITISE 2014 - International work-conference on Time Series, Granada, Spain, 2014

[10] Juan L. J. Laredo, N. Steinbjorn , D. Grégoire, B. Pascal, Carlos Fernandes "Cooperative Selection: Improving Tournament Selection via Altruism", 14th European Conference on Evolutionary Computation in Combinatorial Optimisation, EvoStar., 2014

[11] Carlos Fernandes, Juan L. J. Laredo, J. Merelo, Carlos Cotta, Agostinho Rosa "Dynamic and Partially Connected ring topologies for Evolutionary Algorithms with Structured Populations", EvoApps 2014 European Conference on the Applications of Evolutionary Computation, Granada, Spain, 2014

[12] Agostinho Rosa, Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Cotta "Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species", Proc. of ECAL 2013 - 12th European Conference on Artificial Life, Taormina, Italy, 2013

[13] Carlos Fernandes, A.M. Mora, J. J. Merelo, Agostinho Rosa "Foto-renderizacion com Inteligencia de Enjambre", Proc. of MAEB 2013 - IX Congreso Español sobre Metaheuristicas, Algoritmos Evolutivos y Bioinspirados, Madrid, Spain, pp. 209-218, 2013

[14] Juan L. J. Laredo, B. Dorronsoro, Carlos Fernandes, J. J. Merelo, P. Bouvry "Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures", Proc. of LION 2013 7th International Conference on Learning and Intelligent Optimization, Catania, Italy, pp. 444-449 , 2013

[15] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Cotta, Agostinho Rosa "Partially Connected Topologies for Particle Swarms", Proc. of GECCO 2013 - 15th Genetic and evolutionary computation conference, Amsterdam, The Netherlands, ACM, pp.11-12, 2013

[16] Carlos Fernandes, A.M. Mora, J. J. Merelo, C. Cotta, Agostinho Rosa "Photo rendering with Swarms: From Figurative to Abstract Pherogenic Imaging", Proc. of CICAC 2013 - IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, Singapore, IEEE Press, pp. 32-39 , 2013

[17] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Cotta, Agostinho Rosa "A Study on Time-Varying Partially Connected Topologies for Particle Swarms", Proc. of CEC 2013 - IEEE Congress on Evolutionary Computation, Cancun, Mexico, IEEE Press, pp. 2450-2456; PRINT ISBN 978-1-4799-0453-2, 2013

[18] P. Garcia-Sanchez, M. Garcia-Arenas, A.M. Mora, P. Castillo, Carlos Fernandes, J. G. Penalver, G. R. Lopez, J. J. Merelo, P. de Las Cuevas "Desarrollo de servicios para una Arquitectura Orientada a Servicios para Algoritmos Evolutivos", Proc. of MAEB 2013 - IX Congreso Español sobre Metaheuristicas, Algoritmos Evolutivos y Bioinspirados, Madrid, Spain, pp. 633-642 , 2013

[19] Carlos Fernandes, Agostinho Rosa, Juan L. J. Laredo, C. Cotta, J. Merelo "Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies", Proc. of IJCCI 2013 - 5th International Joint Conference on Computational Intelligence, Vilamoura, Portugal, pp. 47-55. DOI: 10.5220/0004558600470055, 2013

[20] R. Nogueras, C. Cotta, Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, Agostinho Rosa "An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-Organized Topology", Proc. of TPNC 2013 - 2nd International Conference on the Theory and Practice of Natural Computing, LNCS 8273, Springer, December, pp. 205-216, 2013

[21] J. Pascualvaca, Carlos Fernandes, A. Guillen, A.M. Mora, Rogério Largo, Agostinho Rosa, L. J. Herrera "Sleep Stage Classification Using Advanced Intelligent Methods", Proc. of IWANN 2013 - 12th International Work-Conference on Artificial Neural Networks, Tenerife, Spain Advances in Computational Intelligence, LNCS 7902, Springer, July 2013, pp 604-612 , 2013

[22] Carlos Fernandes, J. Merelo, F. Fernandez, Agostinho Rosa "Particle swarm with self-organized criticality", Proc. of GECCO 2012 14th International Conference on Genetic and Evolutionary Computation Conference Companion, Philadelphia, PA, USA, pp. 1397-1398, 2012

[23] J. Merelo, A.M. Mora, Carlos Fernandes, A. Esparcia-Alcazar "Validating design choices in a pool-based distributed evolutionary algorithms architecture", Proc. of GECCO 2012 14th International Conference on Genetic and Evolutionary Computation Conference Companion, Philadelphia, PA, USA, pp. 435-442, 2012

[24] J. Laredo, B. Dorronsoro, J. Pecero, P. Bouvry, J. Durillo, Carlos Fernandes "Designing a Self-Organized Approach for Scheduling Bags-of-Tasks", Proc. of 3PGCIC 2012 7th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, Victoria, Canada, pp. 315-320, 2012

[25] J. Merelo, A. Mora, Carlos Fernandes, A. Esparcia-Alcazar, J. Laredo "Pool vs. island based evolutionary algorithms: an initial exploration", Proc. of 3PGCIC 2012 7th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, Victoria, Canada, pp. 19-24, 2012

[26] Carlos Fernandes, J. Merelo, F. Fernandez, Agostinho Rosa "Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm", Proc. of GECCO 2012 14th International Conference on Genetic and Evolutionary Computation Conference Companion, Philadelphia, PA, USA, pp. 435-442, 2012

[27] Carlos Fernandes, J. Laredo, Agostinho Rosa, J. Merelo "Estudio y Optimizacion de un Operador de Mutacion para Algoritmos Geneticos Basado en la Teoria de la Criticalidad Auto-Organizada", Proc. of MAEB 2012 - VIII Congreso Español sobre Metaheuristicas, Algoritmos Evolutivos y Bioinspirados, Albacete, Spain, 2012

[28] A. Fernandez-Ares, A.M. Mora, P. Garcia-Sanchez, J. Merelo, Carlos Fernandes "Optimizacion Evolutiva de Bots Para el Juego Planet Wars", Proc. of MAEB 2012 - VIII Congreso Español sobre Metaheuristicas, Algoritmos Evolutivos y Bioinspirados, Albacete, Spain, 2012

[29] Carlos Fernandes, J. Merelo, Agostinho Rosa "Pherogenic Drawings: Generating Colored 2-Dimensional Abstract Representations of Sleep EEG with the KANTS Clustering Algorithm", Proc. of IJCCI-ECTA 2012 - International Conference on Evolutionary Computation Theory and Applications, Barcelona, Spain, pp. 72-80. SciTePress, 2012

[30] J. Merelo, Carlos Fernandes, A.M. Mora, A. Esparcia-Alcazar "a pool-based framework for evolutionary algorithms using CouchDB", Proc. of GECCO 2012 14th International Conference on Genetic and Evolutionary Computation Conference Companion, Philadelphia, PA, USA, pp. 109116, 2012

[31] Carlos Fernandes, J. Laredo, C. Cotta, Agostinho Rosa "A 2-dimensional Self-organized Framework for Structured Population-based Metaheuristics", Proc. of ICCS 2012 - International Conference on Complex Systems, Agadir, Morocco, 2012

[32] Carlos Fernandes, A.M. Mora, J. J. Merelo, Agostinho Rosa "Towards Swarm Art with KANTS: 2-Dimensional Representations of Sleep EEG with an Ant-based Algorithm", Proc. of ICCS 2012 - International Conference on Complex Systems, Agadir, Morocco, 2012

[33] Carlos Fernandes, J. J. Merelo, Agostinho Rosa "Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality", 12th International Conference on Parallel Problem Solving from Nature, Springer Lecture Notes in Computer Science, Vol. 7492, pp. 153-163, 2012

[34] Carlos Fernandes, J. Merelo, Agostinho Rosa "Using Self-Organized Criticality for Adjusting the Parameters of a Particle Swarm Optimization Algorithm", Proc. of IJCCI-ECTA 2012 - International Conference on Evolutionary Computation Theory and Applications, Barcelona, Spain, pp. 62-71. SciTePress, 2012

[35] Carlos Fernandes, C. F. Lima, Juan L. J. Laredo, J. L. Gimenez, Agostinho Rosa, J. J. Merelo "An Ant-based Rule for UMDAs Update Strategy", Proc. of ECAL 2009 10th European Conference on Artificial Life, Budapest, Hungary, 2011

[36] Carlos Fernandes, C. Isidoro, F. Barata, J. J. Merelo, Agostinho Rosa "From Pherographia to Color Pherographia Color Sketching with Artificial Ants", Proc. of CEC 2011 - IEEE Congress on Evolutionary Computation, New Orleans, USA, 2011

[37] L. J. Herrera, A.M. Mora, Daria Migotina, Agostinho Rosa, Carlos Fernandes "Symbolic Representation of EEG for Sleep Stage Classification", Proc. of ISDA 2011 - 11th International Conference on Intelligent Systems Design and Applications, Cordoba, Spain, 2011

[38] A. F. Ares, A.M. Mora, P. A. Castillo, J. J. Merelo, P. G. Sanchez, Carlos Fernandes "Optimizing the Parameters of a Real-time Strategy Bot using Real-valued Evolutionary Algorithms", Proc. of CEC 2011 - IEEE Congress on Evolutionary Computation, New Orleans, USA, 2011

[39] A. F. Ares, A. Mora, J. J. Merelo, P. G. Sanchez, Carlos Fernandes "Optimizing Strategy Parameters in a Game Bot", Proc. of IWANN 2011 - 11th International Work-Conference on Artificial Neural Networks (Advances on Computational Intelligence), Torremolinos-Malaga, Spain, 2011

[40] A.M. Mora, Carlos Fernandes, L. J. Herrera, P. A. Castillo, J. J. Merelo, Agostinho Rosa "Sleeping with Ants, SVMs, Multilayer Perceptrons and SOMs", Proc. ISDA 2010 - 10th International Conference on Intelligent Systems Design and Applications, Cairo, Egypt, 2010

[41] Carlos Fernandes, Agostinho Rosa, J. J. Merelo "Investigation Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm", Proc. of IJCCI-ICEC 2010 - 2rd International Joint Conference on Computational Intelligence, Valencia, Spain, 2010

[42] J. J. Merelo, A.M. Mora, J. L. J. Laredo, P. A. Castillo, Carlos Fernandes "Optimizing Evolutionary Algorithms at Program Level", Proc. of META 2010 - International Conference on Metaheuristics and Nature Inspired Computing, Djerba Island, Tunisia, 2010

[43] A.M. Mora, Carlos Fernandes, L. J. Herrera, P. A. Castillo, Agostinho Rosa, J. J. Merelo "Automatic Sleep Classification Procedure Using Wavelet Based Feature Extraction", Proc. of META 2010 - International Conference on Metaheuristics and Nature Inspired Computing, Djerba Island, Tunisia, 2010

[44] Carlos Fernandes, J. L. J. Laredo, J. J. Merelo, F. Rojas, Agostinho Rosa "A Self-Organized Criticality Online Adjustment of Genetic Algorithms Mutation Rate", Proc. of Self* 2010 Workshop on Self-Tuning, Self-Configuring and Self-Generating Search Heuristics (PPSN Conference), Krakow, Poland, 2010

[45] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, C. Gagne "Improving Genetic Algorithms Performance via Deterministic Population Shrinkage", Proc. of GECCO 2009 - The Genetic and Evolutionary Computation Conference, Montreal, Canada, 2009

[46] Carlos Fernandes, Juan L. J. Laredo, J. J. Merelo, A.M. Mora, P. A. Castillo "Addressing Churn in a Peer-to-Peer Evolutionary Algorithm", Proc. of PACT 2008 - The 17th International Conference on Parallel Architectures and Compilation Techniques, Toronto, Canada, 2008

[47] Agostinho Rosa, Carlos Fernandes, J. Merelo "Tracking Extrema in Dynamic Fitness Landscapes with Dissortative Mating Genetic Algorithm", Proc. of HIS 2008 - 8th International Conference on Hybrid Intelligent Systems, Barcelona, Spain, pp. 59-64, 2008

[48] Carlos Fernandes, C. Lima "Investigating Restricted Tournament Replacement in ECGA for Non-Stationary Environments", Proc. of GECCO 2008 - Genetic and Evolutionary Computation Conference, Atlanta, Georgia, USA, pp. 439-446, 2008

[49] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes, J. Merello "A Self-organized Criticality Mutation Operator for Dynamic Optimization Problems", Proc. of GECCO 2008 - Genetic and Evolutionary Computation Conference, Atlanta, Georgia, USA, pp. 937-944, 2008

[50] Agostinho Rosa, Carlos Fernandes, C. Lima "UMDA for Dynamic Optimization Problems", Proc. of GECCO 2008 - Genetic and Evolutionary Computation Conference, Atlanta, Georgia, USA, pp. 399-406, 2008

[51] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes "Binary Ant Algorithm", Proc. GECCO2007 - Genetic and Evolutionary Computation Conference, ACM Press, London, UK , pp. 41-48, 2007

[52] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes "Stigmergic Optimization in Dynamic Binary Landscape", Proc. of ACM SAC2007 - The 22nd Annual ACM Symposium on Applied Computing, Seoul, Korea, ACM/SIGAPP press, pp. 747-748, 2007

[53] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes, A. Ajith "Computational Chemotaxis in Ants and Bacteria over Dynamic Environments", Proc. of CEC 2007 - IEEE Congress on Evolutionary Computation, Singapore, pp. 1109-1117 , 2007

[54] Carlos Fernandes, João Caldeira, Agostinho Rosa "Infected Genes Evolutionary Algorithm for School Timetabling", WSES EC 02, Interlaken, 2002

[55] Carlos Fernandes, Rui Tavares, Cristian Munteanu, Agostinho Rosa "Assortative Mating in Genetic Algorithms: Vector Quantization Problems", Proc. ACM SAC 2001, Las Vegas, USA, pp. 361-365, ACM ISBN 1-58113-287-5, 2001

[56] Carlos Fernandes, Agostinho Rosa "A Study on Non-random Mating and Variable Population Size in Genetic Algorithms using Royal road Function", Proc. IEEE CEC 2001, Seoul, South Korea, pp:60-66. Premio Jovem Investigador IEEE-ICEC, 2001

[57] Carlos Fernandes, Rui Tavares, Agostinho Rosa "Outbreeding in Genetic Algorithms", Proc. ACM SAC 2000, Villa Colmo, Italy. pp 477-482, 2000

[58] Carlos Fernandes, Rui Tavares, Agostinho Rosa "NiGA VaPS – A non-incest extension to the Genetic Algorithm with Varying Population Size", Proceedings of Evonet Summer School 99, Antwerp, Belgium, 1999

[59] Carlos Fernandes, João Caldeira, Agostinho Rosa "Evolutionary Algorithm for School Timetabling", Proc. of Genetic and Evolutionary Computation, GECCO, Vol. 2, pp. 1777, 1999

[60] Carlos Fernandes, João Caldeira, Agostinho Rosa "High School Weekly Timetabling by Evolutionary Algorithms", Proc. of the ACM Symposium on Applied Computing, pp. 344-350, 1999

[1] Carlos Fernandes "Diversity-Enhanced Evolutionary Algorithms for Dynamic Optimization", Ph.D. Thesis, Instituto Superior Tecnico, Universidade Tecnica de Lisboa, 2009

[1] Carlos Fernandes "Population based Genetic Algorithms", Instituto Superior Tecnico, Lisboa, Portugal, 2002

No publications found for author "cap-carlosmigueldacosta"

[1] Carlos Fernandes, C. Lima, F. Lobo "Investigating Restricted Tournament Replacement in ECGA for Non-Stationary Environments (extended version)", IlliGAL Technical Report No. 2008010, University of Illinois at Urbana-Champaign, 2008

No publications found for author "cap-carlosmigueldacosta"