Relative perturbation theory criterion for homogeneous polynomials
Relative perturbation theory criterion for homogeneous polynomials
Let be a homogeneous polynomial and let be as in the preceding conjecture. Thus condition means that can be written as
where each is either one of , , or , or satisfies that is bounded away from on . A polynomial problem has a relative perturbation theory when small relative changes in the inputs cause output relative errors bounded by a relative condition number, with unbounded deterioration possible only as an input relative gap tends to zero. Relative perturbation theory conjecture. Condition is a necessary and sufficient condition for to have a relative perturbation theory. The conjecture seeks to characterize relative stability under inexact inputs using the same factorization condition that governs accurate computation. Its resolution is not indicated in the supplied text.
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Sources & referencesView supporting material
Primary source
James Demmel, “The complexity of accurate floating point computation”, arXiv:math/0305004 (2003).
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