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Optimization is carried out using a deterministic search process, where the lay-up configurations are generated iteratively in the design space from the selected design points of the population at the preceding cycle.
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It uses a deterministic search over the document structure to perform a disambiguation of terms with multiple meanings.
Another recent and very similar approach uses a deterministic search algorithm for optimization of drug combinations [ 9].
For computational efficiency in model selection, this study followed Yeung et al. [ 55] and used a deterministic search based on an Occam's window approach [ 54] and the "leaps and bounds" algorithm [ 56] to identify models with higher posterior probabilities.
Second, PhyloCon searches the solution space using a deterministic greedy algorithm than will always progress to the same local maximum, but may never find the best global solution.
We decided on using a deterministic, straightforward, algorithm to fusion.
The idea behind using a "deterministic" simulation is to find out whether keeping all other conditions a constant, we are able to get back the original network purely by searching through the space of all possible networks.
To examine the importance of stochastic effects we also carried out the same procedure using a deterministic simulator.
We modelled a pandemic influenza using a deterministic dynamic SEIR (Susceptible-Exposed-Infected-Recovered) model [ 22].
Mortality by heat shock is simulated using a deterministic approach [ 8].
Because we are using a deterministic model, fixation time is asymptotic.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com