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...
Customer Lifetime Value (CLV) Calculation Examples Let’s walk through a few industry examples to make CLV more concrete. Each scenario will show how the formula can be applied and what the results might look like: 1. Cafe An average customer spends $5 per visit, visits 2 times a week ...
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 ...
Many different formulas of varying complexity are used today to measure lifetime value. The simplest formula for measuring customer lifetime value is: CLV = Avg Total Order Amount * Avg # Purchases Per Year * Retention Rate In other words, customer lifetime value is the average order total ...
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 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 ...
Other examples include turbulence analysis87,111, stream flows89, flame front dynamics57 and laser beam wandering112. Still, one has to note that the line dividing this multi-scale approach from the standard complexity–entropy plane is fuzzy, as many works using the latter include some analysis...
Compared with EE, TSEE adds an additional repulsive factor in the objective function, which results in a simple modification of W and L with no effect on computational performance, making the complexity of TSEE comparable to that of EE. In terms of the large-scale Zebrafish dataset with ...
To reduce the network complexity and to increase the calculation speed, type-2 order fuzzy neural network is used in reference [28] for instability prediction. Indeed, this paper by training ANN and fuzzy systems, the CCT is estimated. The method is based on PMU installed power network. The...
A thick and straight line represents constant time, a thin and straight line symbolizes linear time, a dashed, thin line quadratic and the dotted line cubic time complexity. The dotting of an arrow represents the calculation time needed from one measure to the next. The dotting of an oval (...