Carlos Fernandes

Carlos Fernandes

Research Fellow

Position: Post-Doc Researcher

Evolutionary Systems and Biomedical Engineering Lab (LaSEEB)

tp.aobsilu.ocincet.rsi.beesal@sednanrefc

Phone :+351-218418273

Office: 6.22

Closed Projects

Acronym Name Funding Dates
AGHORA Genetic Algorithms in Dynamic Timetable Scheduling FCT 1997|2000

Journal Papers

[1] 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
[2] 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
[3] 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
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] 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
[10] Carlos Fernandes, Pherographia: Drawing by Ants, Leonardo Journal, Vol. 43, Issue 2, pp. 107 112, 2010
[11] Carlos Fernandes, Self-Adjusting the Intensity of Assortative Mating in Genetic Algorithms, Journal of Soft Computing 12(10), pp. 955-979, 2008
[12] 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

Books

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

Book Chapters

[14] 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
[15] 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
[16] 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
[17] 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
[18] 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
[19] Carlos Fernandes, 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
[20] 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
[21] 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
[22] 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
[23] Juan L. J. Laredo, J. J. Merelo, Carlos Fernandes, A. Mora, 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
[24] 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
[25] Agostinho Rosa, Carlos Fernandes, An Ant-based Rule for UMDAs Update Strategy, LNCS, Artificial Life, Part I, pp. 339-346 Springer, 2009
[26] 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
[27] J. Merelo, KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification, ALIFE XI, pp. 428-435, MIT Press, 2008
[28] 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
[29] 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
[30] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes, On Self-Regulated Swarms, Societal Memory, Speed and Dynamics, Neural and Evolutionary Computing, abs/cs/0512002, 2006
[31] 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
[32] Carlos Fernandes, João Caldeira, Agostinho Rosa, Infected Genes Evolutionary Algorithm for School Timetabling, A Grmela, N Mastorkis (Eds), pp 245-249, WSEAS Press, 2002

Conference Papers

[33] 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
[34] 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
[35] 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
[36] 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
[37] 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
[38] 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
[39] 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
[40] 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
[41] 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
[42] 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
[43] 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
[44] 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
[45] 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
[46] 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
[47] 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
[48] 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
[49] 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
[50] 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
[51] 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
[52] 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
[53] 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
[54] 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
[55] 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
[56] 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
[57] 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
[58] 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
[59] 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
[60] 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
[61] 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
[62] 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
[63] 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
[64] 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
[65] 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
[66] 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
[67] 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
[68] 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
[69] 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
[70] 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
[71] 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
[72] 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
[73] 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
[74] C. Gagne, Improving Genetic Algorithms Performance via Deterministic Population Shrinkage, Proc. of GECCO 2009 - The Genetic and Evolutionary Computation Conference, Montreal, Canada, 2009
[75] 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
[76] 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
[77] 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
[78] 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
[79] C. Lima, UMDA for Dynamic Optimization Problems, Proc. of GECCO 2008 - Genetic and Evolutionary Computation Conference, Atlanta, Georgia, USA, pp. 399-406, 2008
[80] 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
[81] 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
[82] Carlos Fernandes, Binary Ant Algorithm, Proc. GECCO2007 - Genetic and Evolutionary Computation Conference, ACM Press, London, UK , pp. 41-48, 2007
[83] Carlos Fernandes, João Caldeira, Agostinho Rosa, Infected Genes Evolutionary Algorithm for School Timetabling, WSES EC 02, Interlaken, 2002
[84] 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
[85] 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
[86] Carlos Fernandes, Rui Tavares, Agostinho Rosa, Outbreeding in Genetic Algorithms, Proc. ACM SAC 2000, Villa Colmo, Italy. pp 477-482, 2000
[87] 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
[88] Carlos Fernandes, João Caldeira, Agostinho Rosa, Evolutionary Algorithm for School Timetabling, Proc. of Genetic and Evolutionary Computation, GECCO, Vol. 2, pp. 1777, 1999
[89] 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

PhD Theses

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

MSc Theses

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

Technical Reports

[92] 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
[1] 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
[2] 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
[3] 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
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] 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
[10] Carlos Fernandes, Pherographia: Drawing by Ants, Leonardo Journal, Vol. 43, Issue 2, pp. 107 112, 2010
[11] Carlos Fernandes, Self-Adjusting the Intensity of Assortative Mating in Genetic Algorithms, Journal of Soft Computing 12(10), pp. 955-979, 2008
[12] 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, 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
[4] 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
[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, 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] 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
[9] 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
[10] Juan L. J. Laredo, J. J. Merelo, Carlos Fernandes, A. Mora, 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
[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, 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
[14] J. Merelo, KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification, ALIFE XI, pp. 428-435, MIT Press, 2008
[15] 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
[16] 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
[17] Agostinho Rosa, Vitorino Ramos, Carlos Fernandes, On Self-Regulated Swarms, Societal Memory, Speed and Dynamics, Neural and Evolutionary Computing, abs/cs/0512002, 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, Abstracting the Abstract: A Swarm Art Project, Proc. of ARTECH 2017 - 8th International Conference on Digital Arts, Macau, China, pp. 171-174, 2017
[2] 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
[3] 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
[4] 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
[5] 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
[6] 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
[7] 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
[8] 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
[9] 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
[10] 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
[11] 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
[12] 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
[13] 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
[14] 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
[15] 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
[16] 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
[17] 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
[18] 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
[19] 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
[20] 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
[21] 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
[22] 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
[23] 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
[24] 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
[25] 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
[26] 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
[27] 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
[28] 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
[29] 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
[30] 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
[31] 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
[32] 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
[33] 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
[34] 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
[35] 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
[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] 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
[38] 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
[39] 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
[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, 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
[42] C. Gagne, Improving Genetic Algorithms Performance via Deterministic Population Shrinkage, Proc. of GECCO 2009 - The Genetic and Evolutionary Computation Conference, Montreal, Canada, 2009
[43] 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
[44] 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
[45] 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
[46] 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] C. Lima, UMDA for Dynamic Optimization Problems, Proc. of GECCO 2008 - Genetic and Evolutionary Computation Conference, Atlanta, Georgia, USA, pp. 399-406, 2008
[48] 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
[49] 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
[50] Carlos Fernandes, Binary Ant Algorithm, Proc. GECCO2007 - Genetic and Evolutionary Computation Conference, ACM Press, London, UK , pp. 41-48, 2007
[51] Carlos Fernandes, João Caldeira, Agostinho Rosa, Infected Genes Evolutionary Algorithm for School Timetabling, WSES EC 02, Interlaken, 2002
[52] 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
[53] 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
[54] Carlos Fernandes, Rui Tavares, Agostinho Rosa, Outbreeding in Genetic Algorithms, Proc. ACM SAC 2000, Villa Colmo, Italy. pp 477-482, 2000
[55] 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
[56] Carlos Fernandes, João Caldeira, Agostinho Rosa, Evolutionary Algorithm for School Timetabling, Proc. of Genetic and Evolutionary Computation, GECCO, Vol. 2, pp. 1777, 1999
[57] 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
[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
[1] 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

In the same group

Rodolfo Abreu
David Afonso
Gina Caetano
Alexandre Calapez
Janir Cruz
Nuno Fachada
Carlos Fernandes
Patrícia Figueiredo
Andreia Gaspar
Rogério Largo
Fernando Melicio
Rita Gouveia Nunes
Nelson Perdigão
Joana Pinto
Joao Ribeiro
Agostinho Rosa
João Sanches