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Overall, HierSymNMF2 is an effective community detection method that optimizes the average normalized cut very well, although it is not the fastest method.
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This is essential for the top-up injection to optimize the average luminosity of BEPCII.
Most RL methods optimize the discounted total reward received by an agent, while, in many domains, the natural criterion is to optimize the average reward per time step.
Our robust designs optimize the average of a function of the sampling error and bias error over a specified misspecification neighbourhood.
A constrained geometrical approach combined with cadmium doping of the rods is coupled with a time-average fuel management method to optimize the average exit burnup of the cycles under these constraints.
By optimizing the average water velocity at 0.6 m/s, the heat sink with the configuration of 1 × 20 can maintain the CPV cells operating at 91.4 °C under solar concentrator ratio of 1800 suns and direct normal irradiance of 1000 W/m2.
Instead, we may consider examining the average transmission performance of the channel and the average system performance by taking into account the statistical characteristics of the channels and managing to optimize the average performance of the system.
In the stochastic approach, the CSI uncertainty is often modeled as a random variable subject to a known probability distribution, and the robustness can be provided based on optimizing the average or the outage performance such as sum mean-square-error (MSE) [8] and weighted-sum-rate (WSR) [9, 10].
The curves refer to the results after 5, 10 and 100 generations Table 5 Optimized structures found by GAs for different number of layers M. In fact GAs have been also applied to optimize the multilayer structures by changing the number of layers M (from M = 3 to M = 10, and according to the scheme in Fig. 2). Figure 5 shows the results of the GAs evolution to optimize the average absorbance Aav.
For the penalized PLS-DA model, three clusters were identified by optimizing the average sihouette width (0.625).
But this conclusion is misleading since when high and low frequencies are mixed in the same input signal in the form of bursting oscillations, the system displays a non zero response in the evolution of W, with the possibility of optimizing the average level of W over one period.
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