使网络收敛速度加快和避免局部极小。
该方法有助于加快收敛速度和减少计算量。
These methods help to improve convergence speed and reduce calculation amount.
通过一个实例，说明此算法收敛速度较快。
It is shown from an illustrative example that the convergence rate of the algorithm is higher.
该算法能够有效地提高收敛速度，避免早熟收敛。
It can improve the speed of convergence and avoid premature convergence.
该文提出了能有效加快收敛速度的修改单纯形算法。
A new modified simplex method can effectively accelerate convergence velocity of iteration.
其中设计的降维状态观测器具有收敛速度可调的特性。
The observer has the characteristics of that the speed of convergence is adjustable.
附加动量项方法能减少震荡时间，提高网络的收敛速度。
The momentum item addition method reduces vibration time and accelerates the convergence of the neural network.
证明了样本自相关函数的强收敛性，并得到了强收敛速度。
The strong convergence of sample autocorrelation is proved, and the convergence rate is obtained.
加入特殊算子改进后，可进一步提高精度，加快收敛速度。
Acceding special operator into the presented model, both the calculation accuracy and the convergence speed can be improved.
该算法具有理论基础严谨，收敛速度较快，精度较高等优点。
It has fast convergence rate and high precision with strictly theoretical basis.
它在内点处的收敛速度达到了非参数函数估计的最优收敛速度。
Its rates of convergence in interior points equal the optimal rate convergence for estimating nonparametric function.
结果表明，该算法有较快的收敛速度，网络的在线分类性能良好。
Experiment results showed the algorithm had fast convergence rate and excellent on-line classification performance.
由于搜索方向含有目标函数的二阶信息，提高了算法的收敛速度。
With the two degrees information of the object function in search direction, the algorithm improved the convergence.
借助于全局误差界的分析，证明了所提方法具有R -线性收敛速度。
By means of analysing the global error bound, we prove that the method has a R-linear convergence rate.
为提高训练的收敛速度，预测时，可通过将负荷分类的方式简化模型。
When forecasting, it may simplify the model by means of load classification to raise the convergence rate.
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。
The test functions show that the algorithm has better convergence speed and stability, the solving result is excellent.
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。
For the basic differential evolution algorithm, the increasing quadratic function crossover operator was added to increase the convergence speed.
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。
This algorithm improves convergence speed and reduces residual error by increasing small the quantity of computation.
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。
Simulation results show that the natural gradient approach has faster convergence speed and better separation performance than the conventional gradient based algorithm.
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 proposed algorithm has a faster convergence speed, for it USES the information of former iterations.
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。
The algorithm is initialized by a statistical histogram based on FCM algorithm, which can speed up the convergence of the algorithm.
接收概率衰减速度的调节可以控制混沌退火的速度，从而影响网络的收敛速度。
Adjusting the probability of acceptance could control the speed of chaos simulated annealing, and influence the rate of convergence.
针对无约束函数最优化问题，提出了一种能有效加快收敛速度的改进单纯形算法。
An improved simplex method (ISM) based on Nelder and Meads simplex method (N-M SM) is presented for unconstrained function optimization.
传统的神经网络算法应用于故障诊断时，具有易陷入局部极小值，收敛速度较慢等缺点。
Traditional neural network algorithms are easy to fall into the local minimum, slow convergence when in fault diagnosis.
仿真结果表明，该算法不仅保证了全局收敛性，而且大大提高了算法的收敛速度和稳定性。
The simulation results indicate that this algorithm not only guarantees global convergence, but also improves the converging rate and the stability effectively.
试验结果表明，该网络模型的收敛速度比一般BP网络有了很大提高，具有很好的实用性。
Experimental results show that the converging speed of this network model is faster than the traditional BP network and this model has a good practicability.
试验结果表明，该网络模型的收敛速度比一般BP网络有了很大提高，具有很好的实用性。
Experimental results show that the converging speed of this network model is faster than the traditional BP network and this model has a good practicability.
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