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....
a de novo long read genome assembly algorithm with linear time complexity. We tested GoldRush on Oxford Nanopore Technologies long sequencing read datasets with different base error profiles sourced from three human cell lines, rice, and tomato. Here, we show that GoldRush achieves assembly scaffold...
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...
It not only overcomes the computational complexity, training inefficiency, and difficulty of the practical application of RNN but also avoids the problem of locally optimal solutions. ESN mimics the structure of recursively connected neuron circuits in the brain and consists of an input layer, an ...
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 ...
Customer lifetime value is the total amount of money that a customer will spend from acquisition through the end of the relationship with a business. The customer lifetime values metric is used for a variety of marketing and analytical purposes. Many different formulas of varying complexity are ...
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...
The calculation method used in this paper is adapted from (Luque-Chang et al. 2018; Saravanan et al. 2019; Gülmez and Kulluk 2019). The steps in the social spider algorithm to obtain the parameters are as follows: 1. Consider N as the total number of colony population; define the nu...
ProblemComplexity and solution methodReference O2|UET,τj=σj|Cmax Strongly NP-hard Yu et al. (2004) O2|p1j=p2j,τj=σj|Cmax Strongly NP-hard Dell’Amico and Vaessens (1996) O2|τj=σj|Cmax 32-approximation algorithm Strusevich (1999) O2|UET,τj=σj|Cmax 32−12n and 54-approx...
(Parametric Pose NMS) to eliminate redundant poses. However, it requires significant computational resources and algorithm optimization due to its high computational complexity. HRNet27designs an efficient network architecture. Unlike previous methods that predict high-resolution heatmaps from low-resolution...