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Estimation of distribution algorithm

Known as: EDA, Estimation of Distribution Algorithms, PMBGA 
Estimation of distribution algorithms (EDAs), sometimes called probabilistic model-building genetic algorithms (PMBGAs), are stochastic optimization… 
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Related topics

Related topics

13 relations
Ant colony optimization algorithmsBayesian networkCMA-ESCross-entropy method

Broader (1)

Evolutionary computation

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2010
2010
Parallel Estimation of Distribution Algorithms
The thesis deals with the new evolutionary paradigm based on the concept of Estimation of Distribution Algorithms (EDAs) that use… 
2010
2010
Searching for Safety Violations Using Estimation of Distribution Algorithms
Using aspects of model checking to analyse multi- threaded software is a promising method for finding common concurrent errors… 
2010
2010
Scaling eCGA model building via data-intensive computing
This paper shows how the extended compact genetic algorithm can be scaled using data-intensive computing techniques such as… 
2010
2010
HMM-Based Reconstruction of Unreliable Spectrographic Data for Noise Robust Speech Recognition
This paper presents a framework for efficient HMM-based estimation of unreliable spectrographic speech data. It discusses the… 
2009
2009
A Bayesian approach to two-mode clustering
We develop a new Bayesian approach to estimate the parameters of a latent-class model for the joint clustering of both modes of… 
2009
2009
Difficulty of linkage learning in estimation of distribution algorithms
This paper investigates the difficulty of linkage learning, an essential core, in EDAs. Specifically, it examines allelicpairwise… 
2008
2008
Adaptive Estimation of Distribution Algorithms
Estimation of distribution algorithms (EDAs) are evolutionary methods that use probabilistic models instead of genetic operators… 
2007
2007
Fixed-lag Sampling Strategies for Particle Filtering SLAM
We describe two new sampling strategies for Rao-Blackwellized particle filtering SLAM. The strategies, called fixed-lag… 
2006
2006
A Parallel Island Model for Estimation of Distribution Algorithms
In this work we address the parallelization of the kind of Evolutionary Algorithms (EAs) known as Estimation of Distribution… 
Highly Cited
2001
Highly Cited
2001
Estimation of directions of arrival of multiple scattered sources
We consider the problem of estimating the directions of arrival (DOA) of multiple sources in the presence of local scattering… 
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