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31.
本文在对数据挖掘相关技术、关联规则挖掘算法进行深入研究的基础上,归纳总结了基于粗糙集理论的关联规则挖掘模型和属性约简算法,并将其应用于高校教师的成长中。 相似文献
32.
本文介绍了Windows操作系统中EFS加密方式的优点、操作步骤、加密原理及解密方法,并详细列举了5个重点注意事项,为全面理解Windows操作系统中使用的EFS加密手段提供了帮助。 相似文献
33.
This paper presents an improved constraint satisfaction adaptive neural network for job-shop scheduling problems. The neural
network is constructed based on the constraint conditions of a job-shop scheduling problem. Its structure and neuron connections
can change adaptively according to the real-time constraint satisfaction situations that arise during the solving process.
Several heuristics are also integrated within the neural network to enhance its convergence, accelerate its convergence, and
improve the quality of the solutions produced. An experimental study based on a set of benchmark job-shop scheduling problems
shows that the improved constraint satisfaction adaptive neural network outperforms the original constraint satisfaction adaptive
neural network in terms of computational time and the quality of schedules it produces. The neural network approach is also
experimentally validated to outperform three classical heuristic algorithms that are widely used as the basis of many state-of-the-art
scheduling systems. Hence, it may also be used to construct advanced job-shop scheduling systems. 相似文献
34.
Guoxing Zhang Ju’e Guo Guorong Chai Li Gong Xuejun Wang 《Frontiers of Computer Science in China》2010,4(2):263-270
In infrastructure financed projects, in order to attract private investors, host governments often provide some guarantees.
This paper develops a value model of minimum revenue guarantee with multiple-exercise real options under the impact of the
emergency incident. The model is applied to infrastructure financed projects using the minimum revenue guarantee under simulation.
The simulation results indicate that, before quantifying the value of the minimum revenue guarantee, it is necessary to forecast
the jump degree and intensity of the emergency incident, as well as prevent and control risks arising from such emergencies.
Otherwise, underestimation of the guarantee value will occur and the government will have to bear huge debt in this condition.
We also analyze the dependence of the guaranteed value on the minimum guaranteed revenue level, initial revenue and number
of exercise rights. For various conditions, the diagrams of the guaranteed value are also presented. 相似文献
35.
36.
Lei Guo Liping Yin Hong Wang Tianyou Chai 《Automatic Control, IEEE Transactions on》2009,54(4):804-810
In this paper, the fault isolation (FI) problem is investigated for nonlinear non-Gaussian systems with multiple faults(or abrupt changes of system parameters) in the presence of noises. By constructing a filter to estimate the states, the FI problem can be reduced to an entropy optimization problem subjected to the non-Gaussian estimation error systems. The design objective for the FI purpose is that the entropy of the estimation error is maximized in the presence of diagnosed fault and is minimized in the presence of the nuisance faults or noises. It is shown that the error dynamics is represented by a nonlinear non-Gaussian stochastic system, for which new relationships are applied to formulate the probability density functions (PDFs) of the stochastic error in terms of the PDFs of the noises and the faults. The Renyi's entropy has been used to simplify the computations in the filtering for the recursive design algorithms. It is noted that the output can be supposed to be immeasurable (but with known stochastic distributions), which is different from the existing results where the output is always measurable for feedback. Finally, simulations are given to demonstrate the effectiveness of the proposed data-driven FI filtering algorithms. 相似文献
37.
恒温供水装置的自动控制 总被引:1,自引:1,他引:0
恒温水是能效标定的重要组成部分.针对目前国内外的研究现状,提出了一种新型的自动恒温供水系统.系统采用制冷半导体和电加热器实现对温度的调节,同时利用积分分离PID抑制系统超调,并应用固态继电器构建开关功放,最后通过ARM LPC2210控制器对系统进行了闭环自动控制.实验结果表明,系统出水温度精确、稳定、可靠;系统在暖水炉、空调等能效标定中将得到广泛应用. 相似文献
38.
Xin Fan Yuyao Feng Zhi Chai Xianfeng David Gu Zhongxuan Luo 《The Visual computer》2016,32(9):1191-1203
We address the issue of deforming an image of a source object to that of a target. Previous works including barycentric coordinates and functional maps can hardly enforce shape consistency, especially for the objects with complex nested shape components. We leverage the conformal welding theory that maps 2D shapes (planar contours) to the automorphisms of the unit circle, named shape signatures. Conformal welding enables us to apply the Laplacian constraint to deformations in the signature space (or unit circle domain), which renders efficiency and flexibility. Additionally, we are able to fully reconstruct complex shape contours from deformed signatures, and hence generate the morphed images for target shapes. The experiments on complex shape contours and facial images, where multiple components exist, validate the effectiveness of the proposed approach. 相似文献
39.
本文提出正态分布条件下面向不同分布的多类问题基于Chernoff上界的特征选择优化迭代算法.该算法由两重迭代组成首先在设定的原始空间和特征空间Chernoff参数s条件下,通过解矩阵方程的迭代算法求得变换矩阵的最优解;然后,在变换矩阵确定的特征空间中搜索最佳的参数s使错误概率上界最小;最后采用折半法修正设定的Chernoff参数s及其迭代步长.通过分析和实例可见基于Chernoff上界特征选择是面向不同分布的多类问题的最佳特征选择方法. 相似文献
40.
Robust neural network tracking controller using simultaneous perturbation stochastic approximation 总被引:1,自引:0,他引:1
Qing Song James C Spall Yeng Chai Soh Jie Ni 《Neural Networks, IEEE Transactions on》2008,19(5):817-835
This paper considers the design of robust neural network tracking controllers for nonlinear systems. The neural network is used in the closed-loop system to estimate the nonlinear system function. We introduce the conic sector theory to establish a robust neural control system, with guaranteed boundedness for both the input/output (I/O) signals and the weights of the neural network. The neural network is trained by the simultaneous perturbation stochastic approximation (SPSA) method instead of the standard backpropagation (BP) algorithm. The proposed neural control system guarantees closed-loop stability of the estimation system, and a good tracking performance. The performance improvement of the proposed system over existing systems can be quantified in terms of preventing weight shifts, fast convergence, and robustness against system disturbance. 相似文献