We present an offline algorithm based on a select function having the same worst-case theoretical complexity as the Brute-Force one, but outperforming it in practice.
If others don't understand the model, they may not use it, and perhaps they shouldn't: simple models often outperform complicated models in practice.
Simulation results demonstrate that MSM and OSM respectively using GGA and GA outperform current methods used in practice.
In [19], the authors show that the HALS scheme works remarkably well in practice, outperforming, in most cases, the other optimization algorithms for NMF.
First, the branch-and-cut algorithm for the correspondingly weaker "F" cut-based model, significantly outperforms all other models in practice.
Still, they seem to outperform conventional practice in the OPDs of public hospitals across the board; they also seem to outperform private clinics and hospitals in terms of patient-centredness, with less medicalization and at a lower cost, but not with better scores in terms of responsiveness.
With large datasets, learning with MCMC methods can be slow and can be outperformed by stochastic optimization methods in practice (Ahn et al., 2012).
Extensive testing and comparison with real-world data have shown that ADP can provide high-quality solutions and is able to outperform policies that are currently in use in practice.
In practice, such a hybrid model outperforms stand-alone models for that the intelligent hybrid model maximizes their advantages while minimizes the limitations.
The results showed that the GEP-GA outperforms all the benchmarks and motivated to be used in practice.
While the application of LUTs outperforms this approach, they may be hard to realize in practice.
