entropy changeIn order to find out the limiting speed of solving a specific problem using computer, this essay provides a method based on the entropy of information. The relationship between the minimum time complexity and the information entropy change is illustrated. Several examples are served as...
2.1.3.1 Time complexity One concern is that coding and decoding may incur significant delays. The experiment in [4] uses desktop computers (with Celeron 800 MHz CPU) as nodes and can sustain a throughput of 44 Mb/s. Though it has been shown that the combination of OR and network coding ...
isnan(X_ori) # indicating mask for imputation error calculation mae = calc_mae(imputation, np.nan_to_num(X_ori), indicating_mask) # calculate mean absolute error on the ground truth (artificially-missing values) saits.save("save_it_here/saits_physionet2012.pypots") # save the model for...
the first model presented incorporates a term that accounts for the curing time while the second model contains terms that account for both the curing time and cement composition. The results obtained illustrate the complexity of deriving a correlation with general applicability to all well cements. ...
In some of these cases, the fundamental rules of behavior are well understood, but it can still be difficult to account for everything that can happen due to the complexity of the equations (meteorology, quantum chemistry, plasma physics). In other cases, not all of the predictive variables ...
[1,4]. An efficient integrator that preserves symmetry and anti-symmetry and uses them to reduce the computational complexity, is needed in these and other applications, such as using a step of the integrator as a computationally efficient retraction in optimization algorithms for (anti-)symmetric...
In the rest of this section, we have to represent the design effort and resources in terms of complexity involved in the generation of the RTL architecture. In the advanced validation process, the RTL description is mapped onto the XILINX bg560 library related to the VIRTEX 1000 family ...
every possible window that the considered substitution is contained in. Such a procedure results in the precise calculation of the UBCS statistics by taking into account all possible window configurations of CSs. We also provide an estimation of the time and memory complexity of the described ...
Firstly, the design of small peptides that mimic proteins in complexity, but are sufficiently small to allow detailed simulation studies [1–4]. Secondly, the development of fast (nanosecond) time-resolved spectroscopy methods to study peptide folding dynamics on the same timescale as computer...
In order to understand which physical agents determine the complexity and (un)predictability of the local ionosphere, it will be necessary to extend this investigation to different locations (different magnetic latitudes and longitudes) and different magnetic activity periods, always taking care to ...