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rate of convergence

  • 收敛速度:在数值分析中,一个收敛序列向其极限逼近的速度称为收敛速度。该概念多用于最优化算法中;其被定义为一个迭代序列向其局部最优值逼近(假设计算过程收敛,并能达到最优值)的速度,是评价一个迭代法于该问题中发挥的性能的一个重要指标。

双语例句

  1. The stability and the optimal rate of convergence of the method are proved.
    方法的稳定性和最优收敛率也得到证明。
  2. It shows the advantages of easily programming, fast rate of convergence and high calculation accuracy.
    此方法编程简单,收敛速度快计算准确度高。
  3. This article is going to study the convergence and rate of convergence about nonhomogeneous Markov chains.
    本文主要研究非齐次马氏链的收敛及收敛速度。

网络短语

  • asymptotic rate of convergence
    渐近收敛速度;渐近收敛速率
  • the rate of convergence
    收敛速率估计
  • optimal rate of convergence
    最优收敛率
  • average rate of convergence
    平均收敛速度
  • superlinear rate of convergence
    超线性收敛的

英英释义

  • In numerical analysis, the speed at which a convergent sequence approaches its limit is called the rate of convergence. Although strictly speaking, a limit does not give information about any finite first part of the sequence, this concept is of practical importance if we deal with a sequence of successive approximations for an iterative method, as then typically fewer iterations are needed to yield a useful approximation if the rate of convergence is higher.