The variety of bands being used for 4G services is less than ideal — bringing added complexity for consumers, as well as potential barriers to switching between networks as 4G handsets aren't necessarily compatible with other 4G networks.
And under ideal conditions, the time complexity of each multiplication is L op /m, so the time complexity of parallel computation front k feature vector(s) is O kL op + k2n).
It should be noted that a reduction in complexity is ideal in certain applications when higher throughput is needed.
This is why many researchers have sought suboptimal detection strategies, trying to approach the ideal detector with limited complexity, e.g., via (Turbo) MMSE detection [8, 9] or sphere detection [10 14].
Agent-based modeling approaches are ideal for reducing the complexity of biological systems by abstracting away the micro-level or sub-cellular details to produce a global view of the biological system.
Similarly, experimentally induced cancer initiation in highly inbred mouse models may not be ideal models for the complexity of human cancer progression and metastasis [ 86].
The extract system is ideal because it provides the complexity of total cytoplasm, yet is open, allowing control of cell cycle progression, specific inactivation of individual components, high-resolution observation, and biochemical and biophysical approaches.
Emergent laws are fundamental; they are irreducible to laws characterizing properties at lower levels of complexity, even given ideal information as to boundary conditions.
Predicting the future while following an ideal model (as suggested in complexity reduction approaches) does not enter into his/her strategic thinking.
The reason that in most current broadband satellite access systems the scheduler is on the ground has to do with the computational requirements being less restrictive [5], but in [3] it was shown that the proposed framework added low computational complexity, therefore the "ideal" choice of having the scheduler on-board can be implemented.
