As the cubic terms usually led to a large computation, to reduce the computational complexity, a look-up table was employed in the FS-ECVQ so that the FS-ECVQ held a similar computational complexity as the FINAL.
This optimization needs a large computation efforts.
However, compared with AFL, the WHT requires a large computation.
Capacity optimization of a HESS is non-linear with a large computation requirement.
While the source map is clearly improved, these methods require a large computation time.
It features good dynamic performance, but it is also a challenge to the control system because of a large computation requirement [30, 31, 32].
Because P≪L M, the SVD of the P×L M matrix Φ Ψ ¯ g ~ − 1 in Step B2 requires a large computation amount for large values of L and M. With the above discussion, now we turn to the transmit waveform x and FIR filter f joint optimization problem.
While the fixed and hand-crafted features may either be a sub-optimal choice for a particular structure or fail to achieve the same level of performance on another structure, they usually require a large computation power which may hinder their usage for real-time structural damage detection.
Showing that such a large computation can be completed in reasonable time would however further justify the drive towards leveraging parallel processing capabilities of multicore and many-core processors.
Our numerical tests culminate in an unusually large computation, namely a three-dimensional case with 17 species and 26 reactions.
