Monotonicity conjecture for Gaussian and inverse multiquadric RBF condition numbers
Monotonicity conjecture for Gaussian and inverse multiquadric RBF condition numbers
Let be any set of distinct points, and let be the RBF interpolation matrix. For , set
Condition-number monotonicity conjecture. For the Gaussian or inverse multiquadric RBF,
The claim formalizes the observed decrease of the matrix condition number as the shape parameter increases. It was proved in the source only for the case ; a proof for arbitrary sets of distinct points and dimensions remains open.
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Sources & referencesView supporting material
Primary source
Maria Han Veiga, Faezeh Nassajian Mojarrad and Fatemeh Nassajian Mojarrad, “Learning a robust shape parameter for RBF approximation”, arXiv:2408.05081 (2025).
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