预条件共轭梯度法在混凝土超声计算机断层扫描中的应用与研究

Fan Yao, Chu Yanli
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摘要

在混凝土无损检测(NDT)中,利用计算机断层扫描技术给出了混凝土的结构特征。这个职位?可以显示内部缺陷的大小和样式。本文从概率的角度提出了一种用于具体图像重建的预条件共轭梯度法。在PCG中,我们提出了一类共轭梯度方法,并在适当的条件下证明了其共轭条件M。将M与一般共轭梯度法结合,得到了预条件共轭梯度法(PCG)。计算机仿真和混凝土模型表明,PCG比共轭梯度法(CG)更有效地提高了计算精度和混凝土图像重建质量。
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Application and Study on Preconditioned Conjugate Gradient Method Algorithm in Concrete Ultrasonic Computerized Tomography
The structural characteristic is given by computerized tomography in non-destructive testing (NDT) of concrete. The position???size and style of inner defects can be shown. A Preconditioned Conjugate Gradient Method (PCG) from a view of probability for concrete image reconstruction is presented in this paper. In PCG, we present a class of conjugate gradient methods with a new conjugacy condition M which is proved under suitable conditions. The M combined with a general Conjugate Gradient Method, which lead to Preconditioned Conjugate Gradient Method (PCG). Computer simulation and concrete model of ultrasonic computerized tomography show that the PCG is more effective to improve the accuracy of computation and the quality of image reconstruction on concrete than the Conjugate Gradient Method (CG).
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