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- The two numerical examples show that the wavelet networks are of small scale and good generalization performance. 仿真结果表明,用本算法设计得到的小波神经网络具有较小的网络规模,同时还具有很好的推广性能。
- SVM has been good development and utilization because of its excellent generalization performance in recent years. SVM由于其优良的泛化性能,近几年来得到很好的发展和利用。
- For improving the generalization performance of support vector machine(SVM) effectively,two ensemble algorithms are proposed to train SVM. 摘要为了有效提升支持向量机的泛化性能,提出两种集成算法对其进行训练。
- Experiment result shows that as reserving typical samples and reducing training samples, the generalization performance and training efficient of the classifier are guaranteed. 仿真结果证实,由于保留了典型样本,减少了训练样本数量,从而保证了分类器的性能且训练效率较高。
- Structure of T - S fuzzy model can be determined by SVM with good generalization performance automatically, and system parameters can be optimized and estimated by GA. 针对辨识出的T-S模型进行控制,控制器包括两个部分,权重最大子系统局部反馈控制和利用滑模控制设计的全局监督控制,能保证系统稳定。
- In order to improve support vector regression (SVR) learning ability and generalization performance, a joint optimization method for selecting features and SVR parameters is proposed. 摘要 为提高支持向量回归算法的学习能力和泛化性能,提出了特征选择和支持向量回归参数的联合优化方法。
- Current researches on nonparametric dual response surface methodology (NPDRSM) focus on improving fitting performance, but lose sight of improving generalization performance of models. 摘要现有非参数双响应曲面法只注重提高模型的拟合性能而忽视提高泛化性能,对于复杂工业过程的质量优化和稳健设计应用效果不佳。
- The DPSO algorithm is also applied to construct a practical soft-sensor of gasoline endpoint of delayed coking plant.The model has effective generalization performance and higher precision. 将DPSO用于延迟焦化装置粗汽油干点软测量,所建模型的泛化性较好,模型具有较高的精度。
- With real data collected from Jiangyin Xingcheng Steel Work CO.LTD, experiments show that SVM-based method is effective and superior to ANN based method on generalization performance. 以江阴兴澄钢铁公司的实际数据进行实验,结果表明,支持向量机方法有着良好的泛化能力,优于人工神经网络建模方法。
- Describes general performance improvements for replication and specific guidance for each type of replication. 说明针对复制的一般性能改进以及针对每种类型复制的特定指导。
- The Mustang III has superior range of action and general performance above 24,000 ft. 野马三型在作战航程以及约24.;000呎之上的性能占有优势。
- The theater, with dancing facility and the stage lighting system, can meet the general performance. 有影剧场,舞美设施和舞台照明系统能满足一般演出需要;
- More general performance is dissocial, obstinate, right all round the person lacks credit, have hostility even. 比较普遍的表现是孤僻、固执,对周围人缺乏信任,甚至怀有敌意。
- According to the summary statements of local budget authorities,the general performance of state budget in 1999 is quite satisfactory. 从目前各地财政报表的汇总情况看,1999年,国家预算执行情况比较好。
- A general performance rule is to stay with the simple SOAP data types unless there is a compelling need to use another data type. 有利于性能的一个一般性的原则是保留简单SOAP数据类型,除非迫切需要使用其他数据类型。
- The performance truly exalted the audience. 演出确使观众情绪高昂。
- Monosporous strains generally performed late fruiting and low yield. 单孢菌株普遍表现为出菇晚、产量低;
- According to the summary statements of local budget authorities, the general performance of state budget in 1999 is quite satisfactory. 从目前各地财政报表的汇总情况看,1999年,国家预算执行情况比较好。
- To improve the FRD's general performance ,this study proposal a novel technology combing the local Pt diffusion and electronic irradiation. 本课题研究提出了新型的局域铂掺杂技术和电子辐照技术相结合的寿命控制技术,以期改善FRD的综合性能。
- INMS may first collect all kinds of performance data from network elements, and then generate performance report by dealing with these data. 性能管理中所有的监测和分析操作都建立在性能数据采集的基础上,如何保证性能数据采集的正确性和完整性是性能管理中的基础和重点。