Listar por tema "Particle Swarm Optimization"

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Evolving cognitive and social experience in Particle Swarm Optimization through Differential Evolution: A hybrid approach

Epitropakis, M. G.; Plagianakos, V. P.; Vrahatis, M. N. (2012)

In recent years, the Particle Swarm Optimization has rapidly gained increasing popularity and many variants and hybrid approaches have been proposed to improve it. In this paper, motivated by the behavior and the spatial ...
Hardware-friendly Higher-Order Neural Network Training using Distributed Evolutionary Algorithms

Epitropakis, M. G.; Plagianakos, V. P.; Vrahatis, M. N. (2010)

In this paper, we study the class of Higher-Order Neural Networks and especially the Pi-Sigma Networks. The performance of Pi-Sigma Networks is evaluated through several well known Neural Network Training benchmarks. In ...
Unsupervised clustering and multi-optima evolutionary search

Plagianakos, V. P. (2014)

This paper pursues a course of investigation of an approach to combine Evolutionary Computation and Data Mining for the location and computation of multiple local and global optima of an objective function. To accomplish ...