The phrase "average convergence rate" is correct and usable in written English.
It can be used in contexts related to mathematics, statistics, or algorithms, particularly when discussing the speed at which a sequence or series approaches its limit.
Example: "The average convergence rate of the algorithm was significantly improved after optimizing the parameters."
Alternatives: "mean convergence speed" or "typical convergence rate".
We also assess the relation among the average slip rate, the convergence rate at the trench, and the slip deficit rate in the transition zone.
Figure2 reveals that, both the converged average sum rate and the convergence rate of the hybrid algorithms with different Tinner are quite similar.
The average consensus property and the convergence rate of the high-order DAC algorithm are analyzed.
In [7], the authors propose an average consensus algorithm with improved convergence rate by considering a convex combination of conventional operation and linear predication.
It is established that, by designing a protocol with a finite-level uniform quantization scheme, merely one bit quantized information transmitted along each connected digital channel suffices for achieving weighted average consensus with an exponential convergence rate, as long as the directed unbalanced network is strongly connected.
Especially, if the duration of link failures of all communication channels is bounded, then the control gain and the scaling function can be selected properly such that 5-level quantizers suffice for asymptotic average-consensus with an exponential convergence rate.
Especially, if the duration of any link failure in the network is bounded, then the control gain and the scaling function can be selected properly such that 5-level quantizers suffice for asymptotic average-consensus with an exponential convergence rate.
The overall performance of our proposed methods is evaluated using NS-2 simulator in terms of convergence rate, aggregation cycles, average packet drops, transmission cost and network lifetime.
Finally, the global convergence of the hybrid method is demonstrated and the optimal strategy for time-averaging that gives the best global convergence rate is investigated.
