All the possible algorithm models in general conditions have been considered, and parameter choice and convergence speed of these different algorithm were investigated.
考虑了在一般情况下各种可能的算法模型，分析了这些不同算法的参数选择问题、以及收敛速度问题。
This algorithm improves convergence speed and reduces residual error by increasing small the quantity of computation.
该算法通过增加很少的计算量不仅提高了收敛速度而且获得更小的剩余误差。
Finally, a numerical example shows that the modified RLS algorithm result in faster convergence speed by solving the contradiction between speed and accuracy.
算例表明：改进的RLS算法能解决收敛速度与收敛精度之间的矛盾，有效地加快了收敛速度。
Then immune evolutionary algorithm is used to train the RBF network, which reduces the searching space of canonical evolutionary algorithm and improves the convergence speed.
采用免疫进化算法训练r BF网络，进一步缩小了标准进化算法搜索空间的范围，提高了算法的收敛速度。
According to the analysis of simulation results compared with BP algorithm, this algorithm has the advantage of the fine stability, fast convergence speed and high precision.
通过与BP算法的仿真结果比较分析，发现该算法具有稳定性好，收敛速度快，预测精度高的特点。
The algorithm is initialized by a statistical histogram based on FCM algorithm, which can speed up the convergence of the algorithm.
算法中使用基于统计直方图的快速FCM算法进行初始化，收敛速度大大提高。
Simulation results show that the natural gradient approach has faster convergence speed and better separation performance than the conventional gradient based algorithm.
仿真结果显示，自然梯度算法比传统梯度算法收敛速度更快，分离效果更好。
The test functions show that the algorithm has better convergence speed and stability, the solving result is excellent.
通过测试函数表明该算法具有较好的收敛速度和稳定性，求解结果非常好。
For the basic differential evolution algorithm, the increasing quadratic function crossover operator was added to increase the convergence speed.
在基本差分进化算法中，融入递增二次函数交叉算子以增加算法的收敛速度。
Computer simulation shows that the improved algorithm has better convergence performance than the conventional algorithm. It can speed up convergence rate and decrease state residual error.
经计算机仿真表明，新算法与原算法相比，收敛性能有所改善，收敛速度加快，稳态剩余误差减小。
The simulation test was completed through two mechanical design cases. The result shows that the algorithm has high efficiency, rapid speed of convergence and strong capability of global search.
最后通过对两个机械优化设计实例进行仿真试验，结果表明本算法求解效率高、收敛速度快、全局搜索能力强。
The proposed algorithm has a faster convergence speed, for it USES the information of former iterations.
该算法充分利用了迭代过程中的前几次迭代信息，从而使算法收敛速度更快。
The superiority of the algorithm is tested through cases and the simulated result shows high efficiency, rapid speed of convergence and strong capability of global search in looking for answers.
最后通过数例检验算法的优越性，仿真结果表明该算法求解效率高、收敛速度快、全局搜索能力强。
The consistency of the allocation result and the convergence speed of clique partition algorithm can be improved greatly by the heuristic method.
不仅提高了团划分算法求解功能单元分配问题的计算结果一致性，而且使算法的收敛速度得以提高。
Computer simulation results confirms the theoretical analysis and shows the new algorithm provides faster convergence speed than the complementary pair algorithm and usual LMS algorithm.
计算机仿真结果与理论分析相一致，证实了该算法比通常的补对算法和传统的LMS算法有更快的收敛速度。
Based on adaptive LMS algorithms, the on line BP algorithm with fast convergence speed is presented.
在自适应LMS算法基础上，提出了在线BP训练算法、收敛速度快。
Experiments show that the recognition system based on improved BP algorithm has achieved a good rate of recognition, and the convergence speed become faster.
实验证明将改进的BP算法用于手写字符识别有较好的识别效果，提高了算法的收敛速度。
This algorithm has the advantages of fast convergence speed, small number of convergence and easy to get premature convergence.
该算法具有收敛速度快、迭代次数少且不易陷入不成熟收敛等优点。
The proposed learning algorithm can reduce the network sensitivity and keep the same convergence speed comparing with traditional learning algorithms.
次种学习算法与传统学习算法相比，可降低网络的灵敏度，但学习收敛速度基本相同。
This algorithm has the advantages of fast convergence speed, small mumber of convergence and not easy to get premature convergence.
该算法具有收敛速度快、迭代次数少且不易陷入不成熟收敛等特点。
In the training algorithm of the network an algorithm with adaptive step correction and momentum factor is put forward which obviously improves the convergence speed of training.
在网络训练算法中，提出一种自适应修正步长和矩量因子的算法，显著提高了训练的收敛速度。
Simulation shows that the learning algorithm has a fast convergence speed and good stability.
仿真表明，该学习算法收敛速度快、稳定性好。
The proposed algorithm has simple structure, fast convergence speed, but small stability maladjustment with the same computational complexity as NLMS.
该算法结构简单，收敛速度快，稳态失调小，计算量与NLMS算法相当。
Through the analysis of simulation results as compared with BP algorithm, this algorithm has the advantages of fine stability, fast convergence speed and high precision.
通过与BP算法的仿真结果比较分析，发现该算法稳定性好，收敛速度快，预测精度高。
Simulation results show that the algorithm has better adaptation for the change of power and can lower average outage percentage effectively and faster convergence speed than the fixed-step algorithm.
通过自适应步长功率控制算法与固定步长算法仿真的比较，得出这种算法通过动态改变步长可以更加适应功率的变化、有效降低中断概率、收敛速度大大加快的结论。
Using "temperature-raising" strategy, convergence rate and training speed of the algorithm are greatly improved.
结合升温策略，算法在优化精度和训练速度方面有较大的改善。
In the natural gradient algorithm, the convergence speed and stability error are two important indicators, but these two indicators are of inherent contradictions.
自然梯度算法有收敛速度和稳定误差两个重要指标，然而这两个指标存在内在的矛盾。
In the natural gradient algorithm, the convergence speed and stability error are two important indicators, but these two indicators are of inherent contradictions.
自然梯度算法有收敛速度和稳定误差两个重要指标，然而这两个指标存在内在的矛盾。
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