Optimized network has quick convergence speed, steady performance and good extend capability.
优化后的网络收敛速度快、稳定，具有较强的推广能力。
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 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。
Results This model has the strong capability of noise immunity, quick convergence rate and powerful ability of global search.
结果具有很强的抗噪声能力，且收敛速度快，全局搜索能力强。
This model has quick convergence, robustness and capability of searching the optimal solution within defined space.
该模型具有快速收敛、鲁棒性和全局最优搜索能力。
This algorithm has not only a very high beginning convergence speed, but also a good tracking capability and low misadjustment.
该算法不仅具有极高的起始收敛速度，而且还有较强的跟踪能力和小的失调量。
The FNN constituted by NGA, whose convergence rate, optimizing capability and distinguish effect are superior to those of GA and BP, is accorded with project need of discriminating.
以NGA训练的模糊网络模型，在收敛速度、寻优能力和辨别效果方面均优于BP、GA算法下的模型，符合缺陷识别的工程需要。
NQGA adopted a novel update approach of rotation angles of quantum gates, and immigration and catastrophe operations to enhance search capability and to avoid premature convergence.
NQGA采用量子门旋转角更新新方法和增强算法寻优能力及防止早熟收敛的移民和灾变策略。
Numerical examples illustrate that the present method possesses both good capability to search global optima and far higher convergence speed than that of chaos optimization method.
算例表明，当混沌搜索的次数达到一定数量时，混合优化方法可以保证算法收敛到全局最优解，且计算效率比混沌优化方法有很大提高。
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。
The superiority of the algorithm is tested through cases and the simulated result shows that it has high efficiency, rapid speed of convergence and strong capability of global search.
通过实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。
For achieving faster convergence speed and higher tracking capability, variable step-size and momentum factor must be used.
要进一步加快收敛速度并提高跟踪能力，必须采用自适应变化的步长和动力因子。
Advantages: fast convergence with global optimization capability and programming simple and easy to use.
优点：收敛速度快，具有全局寻优能力，而且编程简单，易于推广使用。
It includes some features, such as rapid convergence rate of controller parameter, simplicity and utility, and capability of online optimization.
自适应控制中间件中的控制器参数自整定采用单纯形加速算法，具有控制参数收敛快、简单实用、适合于在线优化等特点。
Then it is compared with the BP neural network, the result shows that the former has many merits such as the faster convergence speed, the better approach capability and the studying precision.
结果表明：子波神经网络具有收敛速度快，逼近性好，学习精度高等优点。
QEA is more suitable for parallel structure than the conventional evolutionary algorithms because of rapid convergence and good global search capability.
此外，量子进化算法具有收敛快和好的全局搜索特性，因此它比传统的进化算法更适于并行结构的实现。
At last, it draws into chaotic perturbation operation to do heuristic mutation to accelerate convergence velocity and improve searching capability.
最后，对变化后的个体加以混沌扰动，避免算法陷入局部最优解，提高局部搜索效率。
At last, it draws into chaotic perturbation operation to do heuristic mutation to accelerate convergence velocity and improve searching capability.
最后，对变化后的个体加以混沌扰动，避免算法陷入局部最优解，提高局部搜索效率。
应用推荐