complexity of algorithmsdatabasetable algebraAlgorithms implementing intersection, union, and difference in table algebras are investigated. Modifications of the most widespread algorithms reducing the amount of computations are proposed. Based on the complexities evaluated in the worst case and on the ...
Most research on such methods aims to reduce the asymptotic complexity and/or practical run time of set intersections over un- compressed, sorted integer lists. Another, similar technique is the "skipping" method [2, 16], which performs set intersection over PForDelta-compressed sets. By ...
This paper, by using generating unit clustering procedure, reduced the complexity of power system. It also calculated stability sensitivity coefficients for utilization in constrained economic dispatch. The test system selected was the American southwest real network including 632 buses and 89 machines. ...
(1x1) convolutions in shuffle blocks. The complexity of channel weighting is linear w.r.t the number of channels and lower than the quadratic time complexity for pointwise convolutions. Our solution learns the weights from all the channels and over multiple resolutions that are readily available ...
This method is a bit more complex and requires you to find the polygon of intersection between a given cut-plane and the cube of data. You can ask either the CPU or the GPU (using a vertex program) to find it for you. Once you find the vertices of the polygon of intersec...
In the realm of deep learning models, there is a correlation between network depth within a certain range and the complexity of its composition. Generally, as the network depth increases, the accuracy of target recognition is likely to improve. However, this comes at the cost of significant com...
The natural complexity of the string y (with respect to the machine M) is ▼M (y) = min{n≥ 1 | M (bin(n)) = y } (see Calude and Stay (2006)); ▼ is a relative of Kolmogorov complexity for partially computable functions used in Manin and Zilber (2010). The invariance ...
The time to generate an image usually varies, depending on the complexity of the computations performed during each frame. Frames per second is used to express either the rate for a particular frame, or the average performance over some duration of use. Hertz is used for hardware, such as a...
For performance reasons, Intel’s ray-triangle intersection pipeline will operate on pairs of edge-adjacent triangles, called quads. Adjacent triangles in a quad are required to be part of the same “geometry”, but do not need to be coplanar. The diagram below demonstrates how two triangles,...
intersectionality argue that social categories are inherently problematic and often belie the concrete social relations for groups they claim to represent (Anthias, 2012), and instead advocate thinking that rejects categories and seeks to deconstruct them to reveal the complexity of individual lives (...