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Generalized vector sampled pattern matching method - theory and applications

机译:广义矢量采样模式匹配方法 - 理论与应用

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A powerful iterative solver for system of equations has been developed. This solver, Generalized Vector Sampled Pattern Matching (GVSPM), enables us to obtain the solution of any ill-posed linear system equations, e.g., having rectangular or singular matrix. The key idea is that the objective function is the angle obtained by an inner product between the input vector and solution system of equations. This paper reviews the Generalized Sampled Pattern Matching (6 SPM) method, which is the original of proposed method, and then introduces the GVSPM method along with solution algorithm. The theoretical background and applications to inverse source problems on magnetic fields are described. From the applications, the GSPM and GVSPM methods tend to lead the discontinuous and continuous solutions, respectively. However, the GVSPM has the advantages of stability and convergence.
机译:开发了一种强大的迭代求解器,用于方程系统。该求解器,广义向量采样模式匹配(GVSPM),使我们能够获得任何未呈现的线性系统方程,例如具有矩形或奇异矩阵的解。关键思想是目标函数是通过输入向量和方程式解决方案系统之间的内部产品获得的角度。本文评论了广义采样模式匹配(6 SPM)方法,该方法是所提出的方法的原始方法,然后用解决方案算法介绍GVSPM方法。描述了磁场上逆源问题的理论背景和应用。从应用中,GSPM和GVSPM方法分别倾向于引领不连续和连续的解决方案。然而,GVSPM具有稳定性和收敛的优点。

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