NC 2002 | Sciweavers

54

NC
2002

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Recent approaches to global optimization problems through Particle Swarm Optimization

14 years 3 days ago

This paper presents an overview of our most recent results concerning the Particle Swarm Optimization (PSO) method. Techniques for the alleviation of local minima, and for detectin...

Konstantinos E. Parsopoulos, Michael N. Vrahatis

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36

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NC
2002

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Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation

14 years 3 days ago

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Second order statistics have formed the basis of learning and adaptation due to its appeal and analytical simplicity. On the other hand, in many realistic engineering problems requ...

Deniz Erdogmus, José Carlos Príncipe...

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30

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NC
2002

89views Neural Networks» more NC 2002»

Parallel evolutionary training algorithms for "hardware-friendly" neural networks

14 years 3 days ago

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In this paper, Parallel Evolutionary Algorithms for integer weight neural network training are presented. To this end, each processor is assigned a subpopulation of potential solut...

Vassilis P. Plagianakos, Michael N. Vrahatis

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28

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NC
2002

154views Neural Networks» more NC 2002»

Evolution strategies - A comprehensive introduction

14 years 3 days ago