Sentence examples for function of the number of subspaces from inspiring English sources

This will clearly lead to combinatorial explosion since the number of such combinations is an exponential function of the number of subspaces.

The subspace clustering is not 'just clustering' because we do not have any advance knowledge about the number of subspaces which contain clusters, the dimensionality of these subspaces and the number of clusters hidden in each subspace.

When the dimensionality is high and the accuracy requirement rigorous, the number of subspaces rapidly increases.

NS is the number of subspaces in the cytosolic space.

Finally, a minimization function is applied to obtain an estimate p ̂ of the number of endmembers in the subspace X ̂.

But the exponential growth in the number of these subspaces with the dimensionality of data makes the whole process of subspace clustering computationally very expensive.

An initial approximation of the number of the clusters and the relevant subspaces are given by the user.

Similarly, the number of distinct subspaces of dimension two of V3 q) is also q2 + q + 1.

Secondly, the computational complexity of the subspace representation is independent of the number of multipath components (MPCs).

where N_subsp represents the total number of subspaces.

A subspace bitrade of type Tq t,k,v) is a pair (T0,T1) of two disjoint nonempty collections of k-dimensional subspaces of a v-dimensional space V over the finite field of order q such that every t-dimensional subspace of V is covered by the same number of subspaces from T0 and T1.