As already commented in the introduction, both types of problem are proven to belong to the class of the NP-hard problems, that is, highly difficult problems in terms of computational burdens and efficacy.
While many of these protocols achieve satisfactory results regarding outage probability and frame error rate (FER), they also impose a (large) burden upon the relay in terms of computational complexity and/or storage space requirements.
In terms of computational complexity, the proposed approach makes the computation of biomarker tractable.
This operation is trivial in terms of computational complexity.
This approach is reasonable in terms of computational complexity.
It was proposed that the distinction could be formalized in terms of computational complexity, leading to a suite of complexity classes, including N and NP.
These results hold not just in terms of accuracy but also in terms of computational complexity.
Thus, the assembly of shorter reads is challenging in terms of computational power and resources needed.
In terms of computational effort, ADMIXTURE has a linear dependence on the number of individuals.
