The Poisson approximations also quickly degrades as p increases since E N n, k increases.
The prediction framework makes use of several Gaussian approximations to quickly calculate the risk-weighted cost of a schedule.
By exploiting the strong line-of-sight property of the 60 GHz channels, we propose an iterative antenna selection algorithm based on discrete stochastic approximation that can quickly lock onto a near-optimal antenna subset.
The method is particularly useful over the 60 GHz channel, which has a strong line-of-sight component, and it employs a discrete stochastic approximation technique to quickly lock onto a near-optimal antenna subset.
A proper choice and design of function approximator is critical for convergence of the iteration and the quality of final learned control policy, because an approximation error can grow quickly in the loop of optimization and function approximation.
Experimental results show that GDGA can quickly find an approximation of optimal layout.
Step 4. Next, by applying Chvatal et al. [ 74], we quickly compute an approximation of the minimum list of targets needed to reach all the user-specified genes.
If one proceeds with propagation and weight computation only, the approximation f M (x t ) degenerates quickly, as only few of the particles are assigned non-negligible weights.
Here we investigate an approach which makes use of neural networks appropriately trained on the results of a Monte Carlo system reliability/availability evaluation to quickly provide with reasonable approximation, the values of the quantities of interest for the sensitivity analyses.
The noted behavior further consolidates the fact that the approximation method does hold, as it quickly approaches ~75% matched pairs in the first 1000 ranked pairs between the two methods.
Adopt can also perform bounded-error approximation it has the ability to quickly find approximate solutions and, unlike heuristic search methods, still maintain a theoretical guarantee on solution quality.
