Geophysical Journal of the Royal Astronomical Society · 2007 · 105 citations · 5 references
Natural SciencesEarth SciencesGeophysicsRemote SensingGeophysical Data ProcessingGeophysical InversionInverse ProblemsKernel MethodsModel ResolutionComputational Inverse ProblemsCovariance Matrix EstimationData InversionEarth Science Data AnalysisInversionsNumerical Stability AnalysisRegularized InversionSparse Inverse Problems
It is proposed that the covariance matrix and the inner product matrix of Frechét kernels be diagonalized simultaneously to provide greater flexibility and numerical stability in solving inverse problems and calculating tradeoff curves. The transformation that performs the simultaneous diagonalization is given. The simplified calculations for tradeoff curves are presented.
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The Algebraic Eigenvalue Problem
E. I., J. H. Wilkinson · Mathematics of Computation · 1966 · 5.2K citations
The algebraic eigenvalue problem
V.V. Voyevodin · USSR Computational Mathematics and Mathematical Physics · 1966 · 2.1K citations
Computer Solution of Linear Algebraic Systems
A. S. H., George E. Forsythe, C Moler · Mathematics of Computation · 1970 · 834 citations