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First, the authors present an accelerated version of the VI algorithm based on introducing for each state-action pair a list of successors.
In this paragraph, the authors present an accelerated version of the VI algorithm (Algorithm 1) based on introducing for each action a the list of state-action successors denoted by (varGamma_{a}^), where (varGamma_{a}^ left( i right) = { j in S: P_{iaj} > 0}).
For the Boolean variables x i ∈ {0,1}, this is simply achieved by introducing for each modeled species i a variable x ¯ i ∈ [0,1] which will represent the normalized continuous variable of the i-th node.
Importantly, we do not infer 'gene coexpression networks' explicitly, but, instead, we estimate net correlation changes by introducing for each gene a weight factor that characterizes its cross-correlations in the coexpression networks.
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A pre-crack was introduced for each specimen with a Vickers indent, employing controlled forces to ensure different defect sizes.
Then residuals are designed and fault probabilities are introduced for each fault candidate.
Further, a local metrics of the grid shell geometry, named nodal apex, is introduced for each structural node.
There will also be issues with advertising compliance and regulation, which is handled by the ASA, with different rules likely to be introduced for each country.
Ordinal scales are introduced for each parameter with reference to experimental data and literature on the current evaluation approaches.
Natural aggregates were replaced by recycled concrete aggregates (RCAs) and volume of 0%, 1% and 1.5% fiber were introduced for each series.
In this paper, the steps in the development of ANN models are outlined and taxonomies of approaches are introduced for each of these steps.
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CEO of Professional Science Editing for Scientists @ prosciediting.com