Formally, this property corresponds to obtaining lower time complexity for models without numerical instabilities and errors as illustrated in Table 1 (left). For example, Table 1 (left) shows that the complexity of a pth-order numerical ODE solver is \({{{\mathcal{O}}}(Kp)\), where K ...
In this paper, we revisit some elements of the theory of self-concordant functions. We replace the notion of self-concordant barrier by a new notion of set
This paper presents a method for fitting 4-connected digital circles to a given set of points in 2D images in the presence of noise by maximizing the number of inliers, namely the optimal consensus set, while fixing the thickness. Our approach has a O ( n 3 log n ) time complexity and...
We have attempted more complicated measures such as MSM [52] and TWED [31]. They are very time-consuming because they have at least quadratic time complexity, and neither of them (using the Python implementations from sktime [30]) could complete the run within the 2-day time frame for an...
Previous results analyze fast-forwarding of Hamiltonians mostly in a computational complexity setting27,28,33,34, in which the asymptotic scaling of the runtime of quantum circuits implementing a large-scale simulation is important. However, near-term devices are constrained to simulating intermediate-...
Using FindRank() and GetByRankRange() together you can show users with a score similar to a given user. All very quickly. Documentation https://godoc.org/github.com/wangjia184/sortedsetAbout An ordered collection implemented in Golang with O(log(N)) time complexity on adding / searching ...
5.1Complexity Thestudyofcomplexityofaproblemisthestudyofthecomplexityofthealgorithmthatsolvestheproblem.Thecomputationalcomplexityofanalgorithmismeasuredbytheamountofresourcesrequiredtocarryitout,i.e.,timeandspace.ThetimecomplexityofacomputationCisdeterminedbytheamountoftimerequiredtoperformC,whereasthespace...
Our work departs from this paradigm, foregoing all-vs-all sequence alignments in favor of a dynamic data structure implemented in GoldRush, a de novo long read genome assembly algorithm with linear time complexity. We tested GoldRush on Oxford Nanopore Technologies long sequencing read datasets with...
d, The chiral nature of topological transport in our system is clearly demonstrated by the ratio of 0.83 ± 0.03 between the intensities of the five leading versus trailing edge channel sites for each injection location evaluated for the entire set of edge excitations. The insets in c and...
Lexical complexity of homogeneous texts, especially when produced by an institutional author over time, exhibits a generally observed increasing trend with