Exact(4)
An optimiser modifies controller parameters running on the controller (a digital signal processor) in real time and the resulting sensor data is recorded and processed.
For a limited number of unknown parameters, running continuous optimization algorithms is a rather fast process, although there can be issues depending on the degree of sophistication of the models (local minimizers, flat cost function) [52].
We used the default values for tuning parameters, running each chain for 1 million generations or until the average standard deviation of split frequencies reached or was inferior to 0.001.
Because of that we performed a sensitivity analysis of both parameters running simulations over 1,825 days (time step of 0.05 days) for each pair of proliferation rate values in the range of α E = [1 2] and α R = [0.25: 1], with 0.05 as step value (uniform intervals) (Additional File 5, Figure S2).
Similar(56)
After selecting experiments/arrays and suitable parameters, run the analysis and results will be displayed in result area of GUI.
While the addition of fitting parameters always yields lower values of S, a too large set of fitting parameters runs the risk of "overfitting".
SSPACE-LongRead [ 25] v1.1 (abbreviated SSPACE-LR. Options: g = 200, with defaults parameters) ran on the Table 1B assembly (Table 1E).
We also obtained Bayesian skyline plots from BEAST and visualised them with Tracer v1.3 from posterior distributions of parameters run for 50,000,000 iterations (with samples drawn every 1,000 MCMC steps, after a discarded burn-in of 5,000,000 steps).
To minimize the parameters run, we pooled locations that showed no pairwise structure (i.e. those locations with a pairwise ΦST that did not significantly differ from zero) into demes defined by region (see Results).
Monte Carlo probabilistic sensitivity analysis was conducted by randomly sampling a value for each input parameter, running the model, and repeating this process 5,000 times.
The artificial time parameter runs to 180 units, the time step is 0.5 units.
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