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» Heterogeneous particle swarm optimizers
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IDA
2011
Springer
13 years 1 months ago
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments
Abstract. The goal of this article is to introduce a collaborative clustering approach to the domain of ubiquitous knowledge discovery. This clustering approach is suitable in peer...
Benoît Depaire, Rafael Falcón, Koen V...
JORS
2010
87views more  JORS 2010»
13 years 5 months ago
The challenge of optimizing expensive black boxes: a scatter search/rough set theory approach
  There is renewed interest in the development of effective and efficient methods for optimizing models  of  which  the  optimizer  has  no  structural  know...
Manuel Laguna, Julián Molina Luque, Fatima ...
JGO
2010
121views more  JGO 2010»
13 years 5 months ago
The oracle penalty method
A new and universal penalty method is introduced in this contribution. It is especially intended to be applied in stochastic metaheuristics like genetic algorithms, particle swarm...
Martin Schlüter, Matthias Gerdts
ICIC
2009
Springer
13 years 5 months ago
Inference of Differential Equation Models by Multi Expression Programming for Gene Regulatory Networks
This paper presents an evolutionary method for identifying the gene regulatory network from the observed time series data of gene expression using a system of ordinary differential...
Bin Yang, Yuehui Chen, Qingfang Meng
ICASSP
2011
IEEE
12 years 11 months ago
Feature selection through gravitational search algorithm
In this paper we deal with the problem of feature selection by introducing a new approach based on Gravitational Search Algorithm (GSA). The proposed algorithm combines the optimi...
João Paulo Papa, Andre Pagnin, Silvana Arti...