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Logarithmic EIT stability on explicit conductivity classes — Examples and Counterexamples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Absolute Continuity and the Sharp Fundamental Theorem of Calculus
- Approximation and Compactness in C(K)
- Arc Length and Rectifiable Curves
- Areas of Elementary Plane Figures
- Banach range invariance and EIT rates
- Banach Valued Integration and the Radon Nikodym Property
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Bounded Variation and the Riemann–Stieltjes Integral
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Complex Norms and Realification
- Complexification, Realification and Real Structures
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Convergence: Nets and Filters
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Differentiation of Monotone Functions and the Vitali Covering Theorem
- Distributions Test Functions and Differentiation
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces Adjoint Operators and Annihilators
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Euclidean Surface Measure, Divergence, and Green Identities
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Function Space Topologies and the Exponential Law
- Fundamental Trigonometric Identities
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Hausdorff Measure and Hausdorff Dimension
- Hausdorff via the Diagonal
- Hereditary and Productive Behaviour of the Separation Axioms
- Hilbert Space Geometry and Riesz Representation
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Lax--Milgram and Weak Elliptic Solutions
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Logarithmic EIT stability on explicit conductivity classes
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modes of Convergence Egorov and Lusin
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Normed and Banach Spaces
- Norming and Separation under Hahn–Banach
- Order, Zorn's Lemma, and the Axiom of Choice
- Orthonormal Bases, Parseval and Fourier Series
- Outer Measure and the Caratheodory Extension Theorem
- Pointwise Extended-Real Function Products
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Radon Measures and the Riesz Markov Kakutani Theorem
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Schwartz Space and the Plancherel Theorem
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Signed and Complex Measures Hahn and Jordan
- Simple Field Extensions and the Construction of the Complex Numbers
- Sine, Cosine, and the Definition of Pi
- Smooth Approximation and Sobolev Extension
- Smooth Partitions of Unity and Exhaustions
- Sobolev Poincare and Morrey Inequalities
- Sobolev Traces and Zero Boundary Values
- Spatial BV, finite perimeter, and TV conventions
- Stone–Weierstrass in General
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Analytic Hahn Banach Theorem
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Complex Exponential and Euler's Formula
- The Derivative and the Mean Value Theorems
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The Exponential Function
- The Fundamental Theorems of Calculus
- The Inverse and Implicit Function Theorems
- The Lebesgue and Riemann Integrals Compared
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- The Maximal Function and Lebesgue Differentiation
- The Radon Nikodym Theorem and Lebesgue Decomposition
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Weak Derivatives and Sobolev Spaces
2 · Logical flowchart
3 · Definitions, theorems and proofs
None yet.
4 · Examples, counterexamples and false statements
A compactly supported smooth conductivity in the higher-dimensional class
Example
Fix , , , , , and . Choose a nonzero that equals one on , put , and set . Here the norm is the maximum of the suprema of the function, its first derivatives, and the -Hölder seminorms of its first derivatives. Let , , and on . For , , and , this coefficient belongs to .
Example references
Facts & Assumptions
Given: , , , , the bump from the statement, its norm , the normalized function , , , and .
In dimensions , membership in requires , equality to outside , and with the norm stated in the class definition. (Calderón admissible conductivity classes)
For , a smooth function exists that equals one on and has support contained in . (A smooth bump between concentric Euclidean balls)
Verification
By [F2] with radii , a bump as in the Example exists; it is nonzero since it equals one on . Its first and second derivatives are bounded because it is smooth with compact support. If , the mean-value estimate gives ; if , the quotient is at most . Thus and the normalization yields with .
The support of lies in , so on . Since and , its values lie in .
The sup norm of the perturbation is at most . Its first derivative suprema are at most , and the -Hölder seminorm of each first derivative is at most by scaling the Hölder quotient. The derivatives of the constant background vanish, so . All conditions in [F1] hold, hence .
A discontinuous inclusion in the planar BV class
Example
Assume Countable Choice. Let and , where . With , , , define on . Then for the planar BV class on , and its almost-everywhere class has no continuous representative on .
Example references
Facts & Assumptions
Given: Countable Choice, , , , , , and .
In dimension two, consists of measurable coefficients equal to almost everywhere on , satisfying , and with . (Calderón admissible conductivity classes, Spatial BV and distributional total variation)
For every disk , its indicator has distributional derivative and total variation . (Scaling the perimeter of a disk inclusion)
Countable Choice is assumed in the cited disk-perimeter scaling proof. (The Axiom of Countable Choice ())
Verification
The disk is contained in because , and on . Almost everywhere its only values are and , so . Thus the support and ellipticity conditions in [F1] hold.
Since and , the integral satisfies . By [F2] and homogeneity of distributional variation, ; restriction to cannot increase the full-space variation. Therefore the BV norm is at most , so [F1] gives .
At every point of the circle lying inside , every neighborhood meets the interior disk and its exterior in sets of positive measure. The function equals almost everywhere on the former and almost everywhere on the latter. A continuous representative would be constant on the interior and constant on the exterior by continuity and almost-everywhere equality, contradicting continuity across the circle. Hence the conductivity class is discontinuous.
A shrinking inclusion rules out uniform Lipschitz stability on the BV class
Statement refuted
Assume the Axiom of Choice and Countable Choice. Let with and , let , and set , , and . There exists a finite constant such that for every .
Statement references
Facts & Assumptions
Given: The Axiom of Choice and Countable Choice; , , , , , , , and with .
The class uses the bounds , background value off , and . (Calderón admissible conductivity classes)
For each and , the disk inclusion has DN eigenvalue difference from the background disk equal to on mode , and the induced quotient-space operator norm is at most , where . (DN spectrum of a concentric radial conductivity inclusion)
The weak DN maps are bounded operators on the trace quotient and are uniquely defined for these uniformly elliptic conductivities. (Weak Dirichlet-to-Neumann map for bounded conductivities, Well-posedness of the weak conductivity Dirichlet-to-Neumann map)
For every disk , its indicator has total variation in the plane. (Scaling the perimeter of a disk inclusion)
The Axiom of Choice is assumed at the weak DN interface, and Countable Choice at the disk-perimeter scaling and Fourier trace-quotient interfaces. (The Axiom of Choice, The Axiom of Countable Choice ())
Counterexample
Given: The data in the Statement refuted.
For every , , so the inclusion lies in . Its values are and , and its norm is . By [F4], . Also equals the background and has and zero variation. Thus [F1] gives .
The squared difference is , hence its norm is . Apply [F2] with , so and ; this gives the stated DN bound. The well-posedness and definition facts [F3] ensure the operator comparison is in the stated quotient-space norm.
If the asserted finite constant existed, step 1.1 puts both coefficients in its class, while step 1.2 computes the data and DN differences; hence the estimate applied to would give . Dividing by yields for every . Since , the right-hand side tends to zero, contradicting . Therefore the refuted statement is false.
Sources
- Maarten V. de Hoop, Nikola B. Kovachki, Matti Lassas and Nicholas H. Nelsen, Extension and neural operator approximation of the electrical impedance tomography inverse map
- Daniel Faraco and Martí Prats, Characterization for stability in planar conductivities
- Mikko Salo, Calderón problem (University of Helsinki lecture notes, Spring 2008)