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In many constraint-based methods, a selected set of reactions is optimized to meet a specified objective (e.g., maximizing the yield of a valuable compound) under the steady state assumption, meaning that there is no net increase or decrease of metabolites within the studied system.
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This method recycles a selected subspace of the search space (called recycle space) after a restart.
Training with the both regularization methods, a randomly selected subsets of activations/weights are dropped.
We have chosen as a method for selecting a minimal set of predictive markers a machine learning technique called Genetic Programming [ 11- 13].
The regularization parameters of each method were selected by a model selection criterion AICc.
The Life Cycle Assessment (LCA) method was selected to assess the environmental impact.
The Central Intelligence Agency has used coercive interrogation methods against a select group of high-level leaders and operatives of Al Qaeda that have produced growing concerns inside the agency about abuses, according to current and former counterterrorism officials.
Breaking down some of these methods by a select few tropes made the most sense to me rather than obvious topics like "death".
To simulate all double or multiple reaction knockouts, we describe a method to select a subset of the reactions as representatives for the whole system.
In contrast to the Maxmin method, the Maxmax method selects an alternative by its best attribute value.
A binomial distribution statistical testing method was selected and a significance level of 0.1 was applied.
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