Publications
, “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)
(982.49 KB), “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)
(2.72 MB), “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)
(479.12 KB), “Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting”, in Artificial Intelligence: Theories and Applications, vol. 7297, Springer Berlin / Heidelberg, 2012, pp. 214-222. (134.88 KB)
(134.88 KB), “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)
(1.25 MB), “Enhancing Differential Evolution Utilizing Proximity-based Mutation Operators”, IEEE Transactions on Evolutionary Computation, vol. 15, pp. 99-119, 2011. (3.04 MB)
(3.04 MB), “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)
(684.55 KB), “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)
(1.19 MB), “Hardware-Friendly Higher-Order Neural Network Training Using Distributed Evolutionary Algorithms”, Applied Soft Computing, vol. 10, pp. 398-408, 2010. (280.11 KB)
(280.11 KB), “Evolutionary Adaptation of the Differential Evolution Control Parameters”, in IEEE Congress on Evolutionary Computation, 2009. CEC 2009, Trondheim, Norway, 2009. (182.16 KB)
(182.16 KB), “Evolutionary Algorithm Training of Higher-Order Neural Networks”, in Artificial Higher Order Neural Networks for Computer Science and Engineering: Tends for Emerging Applications, IGI Global, 2009.
, “Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm”, in IEEE Congress on Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence), Hong Kong, 2008. (686.81 KB)
(686.81 KB), “Non-Monotone Differential Evolution”, in Proceedings of the 10th annual inproceedings on Genetic evolutionary computation, GECCO 2008, New York, NY, USA, 2008. (69.4 KB)
(69.4 KB), “Computational Intelligence Algorithms For Risk-Adjusted Trading Strategies”, in IEEE Congress on Evolutionary Computation, 2007. CEC 2007, Singapore, 2007. (228.21 KB)
(228.21 KB), “Higher-Order Neural Networks Training Using Differential Evolution”, in International Conference of Numerical Analysis and Applied Mathematics, Hersonissos, Crete, Greece, 2006.
, “Integer Weight Higher-Order Neural Network Training Using Distributed Differential Evolution”, in International Conference of Computational Methods in Sciences and Engineering, Crete, Greece, 2006.
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