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The robustness of the optimum reached in the optimisation step is evaluated by means a Plackett Burman design.
PE is based on the announced values, ψ i, ∀ i ∈ N, which implies that a Pareto optimum reached is not necessarily equal to the one achieved under the truthful revelation of preferences for the public good.
The optimum dimension converged at the end of a MD PSO process corresponds to a unique ANN configuration where the network parameters (connections, weights and biases) can then be resolved from the positional optimum reached on that dimension.
In the presence of Mn2+, PhilD utilization, or accumulation of the 116-nt transcript, increased with increasing Fur concentration, with an optimum reached when ∼ 2.5 Fur dimers/DNA molecule were added (123±5 AU) (Figure 6A).
Indeed, we showed that, at increasing concentrations, we have 1) on DNA samples extracted from stool: increasing efficiency up to an optimum reached at about 1 mM and then decreasing up to total inhibition and 2) on a set of highly pure DNA: same as 1), but with optimum reached at a much lower concentration, namely 0.05 mM.
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This may result in the tree island no longer representing a local optimum and the heuristic search continues until a new optimum is reached.
This optimum is reached for a solar cell material of approximately 2-eV bandgap.
It is particularly worth mentioning that the global optimum is reached in both cases.
The I PL optimum is reached for about 14 at.%, before decreasing for higher Si contents.
A stopping criterion is needed to stop the search process when the optimum is reached.
Driven change in this case will occur only during the period before the point where this optimum is reached. 5.
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