• The research results show that using iterative learning control algorithm can improve the tracing accurate of the force system.

    研究结果表明,采用迭代学习控制算法可以有效地提高力系统的跟随精度。

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  • Ensemble learning is a research hotspot in machine learning, which can improve generalization performance of classification algorithm.

    集成学习是当前机器学习的一个研究热点,它可以提高分类算法的泛化性能。

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  • Compared with RBF Network, it is concluded that learning algorithm is master key to improve properties of Artificial Neural Network.

    与工具箱的RBF网络相比较,说明网络的学习算法是改善网络性能的关键。

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  • For accelerating the algorithm convergence and avoiding the local optimization, an individual learning mechanism is often applied to generic algorithm to improve algorithm performance.

    在遗传算法中引入个体学习机制能够提高算法的性能,避免算法收敛过慢或陷入局部最优。

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  • Locally linear embedding (LLE) is a widely-used manifold learning algorithm, in this paper we improve on the algorithm and put it to use in spatial data index.

    局部线性嵌入方法是一种应用广泛的流形学习方法,本文提出算法的一种改进,并将其应用于空间数据索引。

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  • The algorithm selects training samples by local sample density, to reduce the training samples and thus to improve the speed of learning.

    该算法根据样本的局部密度选择训练样本,减少参加训练的样本数量,提高学习速度。

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  • We integrate the Sparse Bayesian Learning algorithm into the SMC blind receiver to improve the performance under sparse channels.

    我们将稀疏贝叶斯学习与序列蒙特卡罗盲均衡算法结合,提高了原算法的性能。

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  • Meanwhile, parameter learning algorithm of the membership function is developed. Both of them improve diagnostic rules as well as learning properties.

    提出了部分层学习算法,并推导出隶属度函数的参数学习算法,改善了诊断规则和学习性能。

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  • By adopting the value iterative strategies of reinforcement learning, the algorithm can absorb the corresponding knowledge from its environment during its running and improve its search ability.

    该算法采用强化学习中值迭代策略,在运行中能够从环境中获取相应知识,提高其搜索能力。

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  • A parameter self-learning algorithm is presented after defining data structure and variable array to improve the prototype's adaptability to different size of workpieces.

    在定义了数据结构和变量数组的基础上,给出了参数自学习过程算法,改善了模型样机对不同规格样本工件的适应性。

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  • The simulation results show the presented quick training algorithm can speed up the learning process of MLP, and improve the learning properties on convergence and robust performance.

    仿真结果表明,改进的BP算法可显著加速网络训练速度,学习过程具有较好的收敛性和较强的鲁棒性。

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  • The simulation results show the presented quick training algorithm can speed up the learning process of MLP, and improve the learning properties on convergence and robust performance.

    仿真结果表明,改进的BP算法可显著加速网络训练速度,学习过程具有较好的收敛性和较强的鲁棒性。

    youdao

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