Publications

Export 33 results:
2016
X. Li, Epitropakis, M. G., Deb, K., and Engelbrecht, A., “Seeking Multiple Solutions: an Updated Survey on Niching Methods and Their Applications”, IEEE Transactions on Evolutionary Computation, vol. PP, pp. 1-1, 2016. (1.2 MB)
C. Doerr, Bredeche, N., Alba, E., Bartz-Beielstein, T., Brockhoff, D., Doerr, B., Eiben, G., Epitropakis, M. G., Fonseca, C. M., Guerreiro, A., Haasdijk, E., Heinerman, J., Hubert, J., Lehre, P. Kristian, Malagò, L., Merelo, J. J., Miller, J., Naujoks, B., Oliveto, P., Picek, S., Pillay, N., Preuss, M., Ryser-Welch, P., Squillero, G., Stork, J., Sudholt, D., Tonda, A., Whitley, D., and Zaefferer, M., “Tutorials at PPSN 2016”, in Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings, J. Handl, Hart, E., Lewis, P. R., López-Ibáñez, M., Ochoa, G., and Paechter, B., Eds. Cham: Springer International Publishing, 2016, pp. 1012–1022. (175.7 KB)
2015
M. G. Epitropakis, Yoo, S., Harman, M., and Burke, E. K., “Empirical Evaluation of Pareto Efficient Multi-objective Regression Test Case Prioritisation”, in International Symposium on Software Testing and Analysis (ISSTA'15), Baltimore, MD, USA, 2015. (434.42 KB)
2014
J. Swan, Epitropakis, M. G., and Woodward, J. R., “Gen-O-Fix: An embeddable framework for Dynamic Adaptive Genetic Improvement Programming”, Computing Science and Mathematics, University of Stirling, Stirling FK9 4LA, Scotland, CSM-195, 2014. (363.27 KB)
M. G. Epitropakis, Yoo, S., Harman, M., and Burke, E. K., “Pareto Efficient Multi-Objective Regression Test Suite Prioritisation”, Department of Computer Science, University College London, Gower Street, London, 2014.
Z. A. Kocsis, Neumann, G., Swan, J., Epitropakis, M. G., Brownlee, A. E. I., Haraldsson, S. O., and Bowles, E., “Repairing and Optimizing Hadoop hashCode Implementations”, in Search-Based Software Engineering: 6th International Symposium, SSBSE 2014, Fortaleza, Brazil, August 26-29, 2014. Proceedings, C. Le Goues and Yoo, S., Eds. Cham: Springer International Publishing, 2014, pp. 259–264.
M. G. Epitropakis, Caraffini, F., Neri, F., and Burke, E. K., “A Separability Prototype for Automatic Memes with Adaptive Operator Selection”, in Foundations of Computational Intelligence (FOCI), 2014 IEEE Symposium on, 2014. (442.71 KB)
2013
X. Li, Engelbrecht, A., and Epitropakis, M. G., “Benchmark Functions for CEC'2013 Special Session and Competition on Niching Methods for Multimodal Function Optimization'”, Evolutionary Computation and Machine Learning Group, RMIT University, Melbourne, Australia, 2013. (1013.54 KB)
M. A. Kaliakatsos-Papakostas, Epitropakis, M. G., Floros, A., and Vrahatis, M. N., “Chaos and Music: From time series analysis to evolutionary composition”, International Journal of Bifurcation and Chaos (IJBC), vol. 23, no. 11, p. 1350181, 2013. (746.76 KB)
M. G. Epitropakis, Li, X., and Burke, E. K., “A Dynamic Archive Niching Differential Evolution Algorithm for Multimodal Optimization”, IEEE Congress on Evolutionary Computation, 2013. CEC 2013. Cancun, Mexico, pp. 79-86, 2013. (913.7 KB)
2012
M. A. Kaliakatsos–Papakostas, Epitropakis, M. G., Floros, A., and Vrahatis, M. N., “Controlling interactive evolution of 8-bit melodies with genetic programming”, Soft Computing - A Fusion of Foundations, Methodologies and Applications, vol. 16, pp. 1997-2008, 2012. (3.64 MB)
S. K. Tasoulis, Epitropakis, M. G., Plagianakos, V. P., and Tasoulis, D. K., “Density Based Projection Pursuit Clustering”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (982.49 KB)
M. G. Epitropakis, Plagianakos, V. P., and Vrahatis, M. N., “Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach”, Information Sciences, vol. 216, pp. 50-92, 2012. (2.72 MB)
M. A. Kaliakatsos–Papakostas, Epitropakis, M. G., Floros, A., and Vrahatis, M. N., “Interactive Evolution of 8–Bit Melodies with Genetic Programming towards Finding Aesthetic Measures for Sound”, in Evolutionary and Biologically Inspired Music, Sound, Art and Design, vol. 7247, P. Machado, Romero, J., and Carballal, A., Eds. Springer Berlin / Heidelberg, 2012, pp. 141-152. (319.12 KB)
M. G. Epitropakis, Plagianakos, V. P., and Vrahatis, M. N., “Multimodal Optimization Using Niching Differential Evolution with Index-based Neighborhoods”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (479.12 KB)
M. G. Epitropakis, Tasoulis, D. K., Pavlidis, N. G., Plagianakos, V. P., and Vrahatis, M. N., “Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting”, in Artificial Intelligence: Theories and Applications, vol. 7297, I. Maglogiannis, Plagianakos, V. P., and Vlahavas, I., Eds. Springer Berlin / Heidelberg, 2012, pp. 214-222. (134.88 KB)
M. G. Epitropakis, Tasoulis, D. K., Pavlidis, N. G., Plagianakos, V. P., and Vrahatis, M. N., “Tracking Particle Swarm Optimizers: An adaptive approach through multinomial distribution tracking with exponential forgetting”, in IEEE Congress on Evolutionary Computation, 2012. CEC 2012. (IEEE World Congress on Computational Intelligence), Brisbane, Australia, 2012. (1.25 MB)
2011
M. G. Epitropakis, Tasoulis, D. K., Pavlidis, N. G., Plagianakos, V. P., and Vrahatis, M. N., “Enhancing Differential Evolution Utilizing Proximity-based Mutation Operators”, IEEE Transactions on Evolutionary Computation, vol. 15, pp. 99-119, 2011. (3.04 MB)
M. A. Kaliakatsos-Papakostas, Epitropakis, M. G., and Vrahatis, M. N., “Feature Extraction Using Pitch Class Profile Information Entropy”, in Mathematics and Computation in Music, vol. 6726, C. Agon, Andreatta, M., Assayag, G., Amiot, E., Bresson, J., and Mandereau, J., Eds. Springer Berlin / Heidelberg, 2011, pp. 354-357. (1.34 MB)
M. G. Epitropakis, Plagianakos, V. P., and Vrahatis, M. N., “Finding Multiple Global Optima Exploiting Differential Evolution’s Niching Capability”, in IEEE Symposium on Differential Evolution, 2011. SDE 2011. (IEEE Symposium Series on Computational Intelligence), Paris, France, 2011. (684.55 KB)
M. G. Epitropakis and Vrahatis, M. N., “Studying the basin of convergence of methods for computing periodic orbits”, International Journal of Bifurcation and Chaos (IJBC), vol. 21, pp. 1-28, 2011. (3.34 MB)
M. A. Kaliakatsos-Papakostas, Epitropakis, M. G., and Vrahatis, M. N., “Weighted Markov Chain Model for Musical Composer Identification”, in Applications of Evolutionary Computation, 2011. (319.57 KB)
2010
M. G. Epitropakis, Plagianakos, V. P., and Vrahatis, M. N., “Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution”, in IEEE Congress on Evolutionary Computation, 2010. CEC 2010. (IEEE World Congress on Computational Intelligence), Barcelona, Spain, 2010. (1.19 MB)
M. G. Epitropakis, Plagianakos, V. P., and Vrahatis, M. N., “Hardware-Friendly Higher-Order Neural Network Training Using Distributed Evolutionary Algorithms”, Applied Soft Computing, vol. 10, pp. 398-408, 2010. (280.11 KB)
M. A. Kaliakatsos-Papakostas, Epitropakis, M. G., and Vrahatis, M. N., “Musical Composer Identification through Probabilistic and Feedforward Neural Networks”, in Applications of Evolutionary Computation, 2010. (137.14 KB)

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