NC 2002 | Sciweavers

21

NC
2002

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Recent approaches to global optimization problems through Particle Swarm Optimization

13 years 4 months 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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10

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NC
2002

196views Neural Networks» more NC 2002»

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

13 years 4 months 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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9

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NC
2002

89views Neural Networks» more NC 2002»

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

13 years 4 months 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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8

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NC
2002

154views Neural Networks» more NC 2002»

Evolution strategies - A comprehensive introduction

13 years 4 months ago