To improve the running efficiency of the algorithm, the stochastic mapping of the patterns was modified based on principal component analysis.
为了提高群体智能聚类算法的运行效率，提出了利用主成分分析改善模式投影时的随机性。
Comparative analysis has been made through an application instance, verify that the modified algorithm has a higher efficiency, and be able to get a better positioning result.
通过应用实例对比分析，验证了改进算法具有更高的效率，并能够得到较优的定位结果。
Theoretical analysis and experimental results show that the proposed ellipse detection algorithm has the advantages of high robustness, wide applicability, high accuracy and good efficiency.
理论分析和实验结果表明，所开发的椭圆提取算法具有鲁棒性强、适用范围广、精度高、速度快等优点。
Theoretical analysis shows that the algorithm model has a high parallel efficiency and a relatively strong versatility.
理论分析表明，该算法设计模型的并行效率高，通用性较强。
Fast and efficient contact detection algorithm is one of the most important key techniques to control computational efficiency in 3d discontinuous analysis such as the distinct element method.
在离散元等三维非连续介质数值分析方法中，快速高效的接触检索算法是控制计算效率的关键性因素之一。
Theoretical analysis and practical signal processing results justify the robusticity and the efficiency of the new classification and demodulation algorithm.
理论分析和对实际信号的处理结果证明了此算法的可行性。
By the analysis of theory and application, the fault diagnosis algorithm has the characteristics of universality, completion and high-efficiency in the fault diagnosis field.
理论分析及应用表明：该算法在故障诊断领域具有通用性和高效性特点。
Conclusion By the analysis of theory and application, the fault diagnosis algorithm has the characteristic of universality, completeness and high efficiency in the fault diagnosis field.
结论理论分析及应用表明，该算法在故障诊断领域具有通用性和高效性。
Theoretical analysis and experimental evaluations are also presented to show the efficiency of our algorithm.
另外，理论分析和试验表明了此算法的有效性。
An optimizing design for the certification path processing is given, and offer a realized flow chart as well as algorithm, in the end the efficiency analysis is presented.
提出一种优化的路径处理方案。给出了实现的流程图和算法，并进行了性能分析。
The analysis and experimental results show that the algorithm has high efficiency and can reduce the memory overhead.
分析与实验表明，该算法具有较高的效率，降低了内存开销。
Theoretical analysis and experimental results indicate the feasibility and efficiency of this algorithm.
理论分析和实验结果说明了算法的可行性和有效性。
Theoretical analysis and experimental results indicate the feasibility and efficiency of this algorithm.
理论分析和实验结果说明了算法的可行性和有效性。
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