• We investigate the complexity of SAT(⋅) with partial clone theory. • We identify the computationally easiest NP-complete SAT(⋅) problem. • We study the time complexity of this problem and relate it to 1-in-3-SAT. • We relate the easiest SAT(⋅) problem to the exponen...
. The book certainly fulfils its claim to be suitable as a textbook for courses at both the undergraduate and graduate levels, as tutors can pick and choose from an abundanceof material at different levels of complexity." (Pieter Bastiaan Ober, Journal of Applied Statistics, Vol. 35 (2), ...
Tabling itself comes at a cost: breadth first search has exponential (asymptotic) space complexity. In real terms this means that, for hard learning problems, where the proof tree built by Vanilla during Resolution grows too large, Prolog will run out of RAM for tabling. This can be ...
Despite the expansion of explainability, this is an unexplored prospect within the time series domain. In this paper, we study the problem of altering the prediction of examples, through the alteration of examples themselves, such that the prediction of a tree ensemble is changed with minimal cost...
Each of techniques enables more capabilities, but at a cost of increased complexity.Use run-time state from within the expression treeThe simplest way to query dynamically is to reference the run-time state directly in the query via a closed-over variable, such as length in the followin...
Complexity 2020, 2020, 8394815. [Google Scholar] [CrossRef] Yousof, H.M.; Ahmed, Z.; Hamedani, G.H.; Aryal, G. The Burr X generator of distributions for lifetime data. J. Stat. Theory Appl. 2016, 16, 1–19. [Google Scholar] [CrossRef] [Green Version] Fayomi, A.; Khan, S...
This alternative reduces configuration complexity because each machine can be configured to send or receive broadcast messages. However, the accuracy of timekeeping is marginally reduced because the information flow is one-way only. The time kept on a machine is a critical resource and it is ...
Obviously, FDNet has no chance in having less GPU or time complexity than these two models under univariate forecasting though its forecasting accuracy is better. What is more, discussing input length selection is also meaningless owing to the same reasons. However, in this experiment, we prolong...
This technique is useful for other applications, because it decouples the shading complexity from the screen resolution: shading is performed only for each texel in the texture map, rather than for every pixel on the object. Many operations, such as convolutions, can be performed much more effic...
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...