Dynamic networks, however present a complex field of parameters that can confound a single method of finding a solution.
Despite the successful application of PSO in a real number field, the updated strategy of velocity and position cannot be directly applied to our Gabor filter optimization due to the discrete search field of parameters M and N. Kennedy and Eberhart provided the concept and principle of PSO in a discrete domain, named BPSO [44].
The fields of these parameters are also given in this paper, which avoid to set them blindly in algorithm designs.
An objective estimation of the current distribution of carbonate system variables for the Mediterranean Sea is proposed using empirical relationships derived from ship-based observations and combined with monthly climatological fields of hydrographic parameters.
The stochastic method is subsequently deployed to define and simulate realizations of the random fields of material parameters automatically, at each iteration of the optimization solver.
This representation could be, for example, obtained from numerical forecast models that assimilate in situ and remote-sensing data, such as the European Centre for Medium-Range Weanalysesrecand (ECMWF) analyses, and produce the required global fields of atmospheric parameters.
The World Ocean Atlas 2005 provides global, 1° gridded, objectively analyzed climatological fields of environmental parameters and their associated errors.
Will return the actual string stored in the parameter file for the value field of the parameter.
Another advantage of HiLo imaging is that the degree of pseudo-confocality required can be tuned post hoc, by varying the depth-of-field parameter, to allow the visualization of particular structures of interest to be maximized.
As opposed to physically-based models, the empirical nature of SOM structures simplifies the soil erosion modeling by not requiring field measurement of parameters for their calibration.
