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- The improving neural network subsection prediction model can take advantage of simple network structure, fast convergence rate and strong generalization capability, and get a good modeling effect. 尤其是改进的神经网络分段预测模型具有网络结构简化、收敛速度快,泛化能力强的特点,取得很好的拟合精度和预测效果。
- Then, a variable step size ELMS algorithm is proposed, the theoretical analysis and computer simulation indicate that the new algorithm has quite fast convergence rate, better steady performance and can be applied to adaptive systems effectively. 进而,提出了一种变步长ELMS算法(VSS-ELMS),理论分析和计算机仿真均表明该算法具有较快的收敛速度和更好的稳态性能,可以很好地应用于自适应系统中。
- Algorithm experimental result is given in the end, which shows that the new target assignment model is valid with a fast convergence rate, especially for a large-scale target assignment. 实验结果表明,基于蚁群算法思想的目标分配算法是有效的,特别是问题规模较大时更显示出其较快的收敛速度和较高的精度。
- To increase the convergence rate and achieve lower residual mean square error of the CMA (Constant Modulus Algorithm), a FCFSE-CMA (Fast Convergence Fractionally Spaced CMA) algorithm is proposed. 摘要为了加快常数模盲均衡算法(CMA)的收敛速度并降低剩余均方误差,提出了一种快速收敛的分数间隔常数模算法。
- Simulation result of the XOR problem shows much faster convergence rate can be obtained by this algorithm. 异或问题的仿真结果表明,该方法具有较快的收敛速度。
- Simulation results show that under certain conditions the algorithm we proposed has faster convergence rate as well as smaller misadjustment. 仿真结果表明,在一定的条件下,本文的算法可以达到加快收敛速度和减小失调量的结果。
- Compared with LMS, the normalized LMS(NLMS) and the decorrelated LMS(DLMS) has the faster convergence rate, the stronger stationary and the lower complexity. 但是,与LMS算法比较,NLMS与DLMS算法有更快的收敛速度、更好的稳定性和更低的计算复杂度。
- The DAGC system has several merits, such as fast convergent rate, good operation stability and anti-saturation,etc. 该DAGC系统具有收敛速度快、工作稳定性好和抗饱和能力强等特点。
- A number of simulations show that the algorithm has many advantages such as less iterations, faster convergence rate ,easy obtaining effective and global optimal solution. 大量的模拟实例表明,该算法具有迭代次数少,收敛速度快,易获得有效解和全局最优解等优点。
- The algorithm of EBP network gave better sorting accuracy comparing with fuzzy-neural network, however, fuzzy-neural network showed its robust ability in sorting and had a much faster convergence rate. 实际以柠檬进行选别试验,倒传递类神经网络的选别较接近人工选别,但收敛速度较慢;模糊类神经网络的收敛速度快,且对选别结果较具强健性,不过选别正确率较仅用倒传递类神经网络为差。
- The conclusion is that NN based on PSO has better training performance, faster convergence rate, minimum iterations, higher accuracy and an good identification probability of diagnosis. 结论是基于粒子群优化算法神经网络具有较好训练性能,收敛速度快,迭代步数少,诊断精度高,具有良好的故障识别率。
- V-P and K-P.To increase convergence rate of Meth. 为了提高K-P法的收 敛速度及收敛精度。
- fast convergence rate 快速收敛
- The new algorithm has not only the global of genetic algorithm, but also the fast convergence of the simplex algorithm. 该新算法既具有遗传算法的全局收敛性,又具有单纯形法的快速收敛性。
- In this paper,a Fast Convergence Genetic Algorithm (FCGA) was proposed to solve the main conflict of the convergence speed with the global astringency. 为了解决遗传算法的收敛速度和全局收敛性之间的矛盾,提出了一种新的快速收敛的改进遗传算法。
- This algorithm not only convergence rate is fast, but also reliablity and effectiveness are very good, applied to optimization design for axle shaft of machine tool, the results are satisfied. 该算法不仅收敛速度快,而且可靠性和有效性好,应用于机床主轴的结构优化问题,取得了令人满意的结果。
- Simulation results demonstrate that the algorithm not only has fast convergence and high accuracy, but also can improve the output SNR greatly. 仿真实验表明,该算法具有快速收敛性能和高精确度等优点,能够大大提高分离后的输出信噪比。
- We obtain an upper bounded estimate for the convergence rate of the piecewise linear interpolation. 摘要给出了分段线性插值收敛速度的一种估计。
- The imitate results show that the algorithm has an ability of fast convergence speed andstrong study power. 仿真结果表明该算法具有较快的收敛速度和较强的学习能力。
- 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。