Sentence examples for centralized methods from inspiring English sources

Centralized methods assume the availability of global information about the network at a central computer where the computation takes place [3 5].

Countries with highly centralized methods of setting wages tend to have the greatest degree of public or collective regulation of wage and price levels.

Reduce the problem dimensionality compared to centralized methods.

The coordinated, distributed algorithm's objectives are to: 1) Reduce the problem dimensionality compared to centralized methods.

Therefore, the auction-based power allocation can effectively avoid the high complexity and the unfairness, which are both the drawbacks of the centralized methods.

It can be applied to decentralized implementations and furthermore, due to its superior computational performance in terms of convergence speed, the new technique is also competitive when compared to well-established centralized methods.

A key challenge with regard to control is that each system has some degree of autonomy in its respective decisions and behavior, which disallows centralized control methods.

The distributed and centralized fusion methods reduce the mean averaged error of the original signals to 44%and46%6% respectively when using simulated datasets.

In Mode 1, some extra overhead on control information, including the channel state information reporting and resource request message, has to be paid; the fully centralized scheduling method implemented by the BS can better match CUs and D2D pairs; and the appropriate resource allocation and power control can improve the transmit efficiency for the traffic data.

Furthermore, model outputs are easily accessible and readable, organized by methods, centralized and averaged by multiple reproducible data set splits.

Furthermore, the full matrix centralized controller design method proposed in this paper is applicable to high dimensional multivariable systems with satisfactory performance.