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We use only the definition of convergence in terms of the relation "≪".
Thus, its convergence in terms of exact end-to-end sum-rate maximization is not guaranteed.
The convergence in terms of throughput of the proposed game also increases with the increase of game iterations.
Next we calculate the rate of convergence in terms of the modulus of continuity of the derivative of a function.
Six iterations are found to be enough for the convergence in terms of WER, and therefore applied for the CGs.
Precisely, we provide a necessary and sufficient criterion of consensus convergence in terms of Hurwitz stability of a matrix and give an analytical expression of the consensus function.
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The linear multigrid preconditioner is shown to significantly improve convergence in term of number of iterations and CPU time compared to a single-level Block-Jacobi or Line-Jacobi preconditioner.
Compared with the conventional second-order Volterra (SOV) filter and BPF, the JPBPF exhibits a slightly better convergence performance in terms of convergence speed and steady-state error.
NR, as shown in Fig. 5a, shows the most simple convergence behaviour in terms of small number of iteration (X-axis), meaning that short convergence time.
On the other hand, the hybrid population seeding techniques which have the benefit of good quality individuals and fast convergence lacks in terms of randomness, individual diversity and ability to converge with global optimal solution.
So we formulate the corresponding notions directly in the setting of convergence and in terms of function nets, including the classical concepts as particular cases and giving some relations between filter pointwise convergence and filter uniform convergence on compact sets.
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