It is also shown to be significantly more efficient in terms of computational expense than competing methodologies.
The inclusion of non-Boussinesq physics in the topography-following ocean model does not incur computational expense, but more faithfully represents satellite-observed ocean-bottom-pressure data.
Allowed footprint transitions are restricted to those that have at most one coding/noncoding transition, which leads to only linear growth in state number with footprint size,not geometric growth, enabling the full advantage of generalized-clique modeling at a computational expense little more than that of a standard HMM.
They are generally more accurate but at the expense of more computational burden.
In case the gateway cost is high, using the SCGA can lower the network construction cost at the expense of more computational time.
The numerical results revealed that, in general, the GFEM provides more accurate predictions of the particle size distribution (PSD) than the other two methods, however, at the expense of more computational effort and time.
The lower substitution error in ALLPATHS-LG is likely because it includes a step analogous to "editing the assembly" to eliminate ambiguity, but it does so at the expense of more computational consumption.
Previous Quadrature Method of Moments (QMOM) algorithms either use more than two nodes, leading to increased computational expense, or are shown here to give incorrect results under some circumstances.
As stated in the " Motivation" section, the computational expense of running CBPLN to compute links between more than a few dozen processes served as one of our primary motivations for developing MCMC-BPN.
If the two methods have similar accuracy, the decision on which one is more efficient to implement could be based on computational expense.
