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What helps Saint Harridan stand out from the pack is its sizing and fitting process.
The results were used for regression and fitting process to fine an appropriate model.
In a companion study, in [49], color information is used in the energy functional of the snakes [50] or to assist in the initialization step and fitting process of ASM [51].
Real road profiles can be quite different from the artificial ones because in the first ones, generally, not all the harmonic components appear along the entire length of the pavement and, furthermore, the equation describing the artificial profiles, also used for the ISO 8608 classification, is a consequence of smoothing and fitting process.
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Bessel functions and fitting processes are used to derive explicit formulas of the critical load.
The level of fitting is based on the least-squares method and the fitting process proceeds in iterations until the R-square value is >0.6[ 98].
More details about grid selection and the fitting process are given e.g. by Amm and Viljanen (1999), Pulkkinen et al. (2003b) and Weygand et al. (2011).
The theoretical model was validated with experimental data and the fitting process resulted in good agreement.
These experiments show that using a hybrid BP-GENN training algorithm, alternative crossover strategies, and incorporating domain knowledge into the search for genes related to disease can aid the variable selection and model fitting process of ATHENA.
Third, in the current implementation of the inversion method scaling of photons is done in line with the main MC code and the fitting process needs to run a new MC simulation each time it iterates.
For example, on a computer with a CPU of Intel Core i5-760 2.8GHz and 8MB memory, a single MC run of a non-absorbing homogeneous medium with 10 photons took about 1 hour and the fitting process took about 8 12 hours depending on the number of free parameters to be fitted.
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