Just as the creation of mathematical models begins with the simplest equation, which subsequently improves in complexity and level of detail, it is recommended that the initial set of rules designed are simple, followed by a gradual advancement in complexity and detail.
Just as the creation of continuum models begins with the simplest equation, which subsequently improves in complexity and level of detail, it is recommended that the initial set of rules designed are simple, followed by a gradual advancement in complexity and detail.
Even though these in vitro systems are continuously being improved (in both predictability and complexity), we are still far away from reliably predicting in vivo effects and their application in toxicogenomics is still considered as problematic.
The algorithmic complexity of the computation of this distance, which was initially high, has been improved in [ 4].
Espousing the recent advances in the field of dynamic spectrum allocation, the proposed BP-enhanced MRF (BPeMRF) network optimization serves the purpose of improving in a low complexity manner the capacity of agile infrastructures, which are required to adapt fast according to the demands of the volatile CR environment and the overlaying dynamic online social networks.
It is shown that the proposed technique returns even better beamformers compared to its continuous counterparts with significantly improved computational complexity in comparison to brute force approach.
Amini-Haseli [9] and Amini-Peyghami [10] introduced generalized versions of the kernel functions in [5] and improved the complexity results for large-update methods for LO and P ∗ -LCP, respectively.
Besides, there is room for performance improvement by recurring to a joint estimation approach while keeping overall complexity at a modest order, thereby resulting in a significantly improved performance vs. complexity trade-off.
The human visual characteristics of JND were employed to analyze the content of video for the purpose of improving computational complexity in [18].
Computational models are improving in the accuracy and scope of predictions, but are also growing in complexity.
In order to reduce the computational complexity, the improved low-complexity VFF mechanisms have been reported in [25, 26].
