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Article . 2020
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https://dx.doi.org/10.48550/ar...
Article . 2020
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Inverse iteration for the Monge–Ampère eigenvalue problem

Inverse iteration for the Monge-Ampère eigenvalue problem
Authors: Abedin, Farhan; Kitagawa, Jun;

Inverse iteration for the Monge–Ampère eigenvalue problem

Abstract

We present an iterative method based on repeatedly inverting the Monge–Ampère operator with Dirichlet boundary condition and prescribed right-hand side on a bounded, convex domain Ω ⊂ R n \Omega \subset \mathbb {R}^{n} . We prove that the iterates u k u_k generated by this method converge as k → ∞ k \to \infty to a solution of the Monge–Ampère eigenvalue problem { d e t D 2 u = λ M A ( − u ) n a m p ; in  Ω , u = 0 a m p ; on  ∂ Ω . \begin{equation*} \begin {cases} \mathrm {det} D^2u = \lambda _{MA} (-u)^n & \quad \text {in } \Omega ,\\ u = 0 & \quad \text {on } \partial \Omega . \end{cases} \end{equation*} Since the solutions of this problem are unique up to a positive multiplicative constant, the normalized iterates u ^ k ≔ u k | | u k | | L ∞ ( Ω ) \hat {u}_k \coloneq \frac {u_k}{||u_k||_{L^{\infty }(\Omega )}} converge to the eigenfunction of unit height. In addition, we show that lim k → ∞ R ( u k ) = lim k → ∞ R ( u ^ k ) = λ M A \lim _{k \to \infty } R(u_k) = \lim _{k \to \infty } R(\hat {u}_k) = \lambda _{MA} , where the Rayleigh quotient R ( u ) R(u) is defined as R ( u ) ≔ ∫ Ω ( − u )   d e t D 2 u ∫ Ω ( − u ) n + 1 . \begin{equation*} R(u) \coloneq \frac {\int _{\Omega } (-u) \ \mathrm {det}D^2u}{\int _{\Omega } (-u)^{n+1}}. \end{equation*} Our method converges for a wide class of initial choices u 0 u_0 that can be constructed explicitly, and does not rely on prior knowledge of the Monge–Ampère eigenvalue λ M A \lambda _{MA} .

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Keywords

Monge-Ampère equations, Monge-Ampère eigenvalue problem, iterative method for eigenvalue problems, Mathematics - Analysis of PDEs, FOS: Mathematics, Nonlinear eigenvalue problems and nonlinear spectral theory for PDEs, Dirichlet problem, Analysis of PDEs (math.AP)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Top 10%
Average
Average
Green
hybrid