The approximation is fitted by minimizing the Kullback Leibler divergence between q and p, or equivalently maximizing a lower bound on marginal log-likelihood of the data.
The early dose-response relationship was fitted by minimizing: Χ 2 = Σ p, m S F p, m − S F p, m mod 2, (2).
The proposed sets of optimized parameters were fitted by minimizing deviations after comparing predicted values with available experimental data in open literature.
Next, a general model was fitted by minimizing the difference between the calculated and the experimental results from the pilot plant, using Matlab™.
2. Similar to the Monte Carlo method, parameters α and n for all simulations are fitted by minimizing the sum of every 100 SSE values using the Solver tool (Figures 8 and 9).
The model is fitted by minimizing the following loss function L L == biglVert mathbf{Y} - mathbf{H} alpha,beta,gamma,A,B mathbf{P}) bigrVert, (2) where (|bullet|) denotes the Frobenius norm.
The under-recording probability function, the modified Omori's law and the Weibull distribution are fitted by minimizing the square error between the functions and the time series of observed recording rate (light blue dots) in logarithmic scale Table 3 Results of model fitting to the time series of recording rate.
Experimental data have been fitted by minimizing the sum of the square of the errors to provide the absolute value of potassium (PK) and sodium permeability (PNa) for synaptic macrocurrents; the resulting PK/PNa ratio, which is independent of the number of channels and size of the cell, was computed and compared among the various experimental conditions.
The model is fitted by minimizing the sum of absolute deviations rather than the sums of squares to reduce outlier effects.
Here, the parameter set [p1, p2, p3, p4] is fitted by minimizing the residual error between measured photon path length τ, and the predicted photon path length τmod.
