According to the method, the maximum (minimum) value of the image rectangular neighborhood can be solved through the 3D multi-level histogram and local correlation thereof, and the calculation of the maximum (minimum) value of the image rectangular neighborhood has the constant time complexity....
On the other hand, GoldRush achieves this speed with the use of a genome assembly algorithm that has linear time complexity in the number of reads (Supplementary Note 1). Breaking down the time GoldRush spends for completing each stage, we observe that GoldRush devotes more time polishing the ...
For some well-known chaotic dynamical systems it is shown that our complexity behaves similar to Lyapunov exponents, and is particularly useful in the presence of dynamical or observational noise. The advantages of our method are its simplicity, extremely fast calculation, robustness, and inva...
Time complexity The overall time complexity of the proposed algorithm can be broken down as follows: (1) the Forman-RC curvature calculation for one network snapshot is \({\mathscr {O}}(km)\), (2) the density estimation is \({\mathscr {O}}(\ell m)\), and (3) the entropy computa...
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...
These methods provide lower calculation complexity while exhibiting performances that are competitive with that of the multiple-template strategy. These studies brought to light the limitations of the single-template strategy. However, with the use of a standard DTW, this strategy still has room for ...
Finally, our method is general as it can be applied to any continuous-time chaotic system. We also present the resources needed by a hardware implementation in an FPGA board of the proposed PRNG and compare them with the ones of the original map, showing that the circuit complexity remains ...
We propose a complexity-IPE causality plane based on the Tsallis entropy. The complexity measure adopts Jensen–Shannon divergence to assess the imbalance between probability distributions and uniform distributions, which is the same as CECP. The calculation steps of TC-IPE-CP are as follows: Step ...
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 ...
leading to global and fast convergence. 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...