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Bootstrap closure and nonlinear stability boundaries — Examples
1 · Prerequisites
- Abelian Categories
- Absolute and Conditional Convergence; Rearrangement; Products
- Absolute Continuity and the Sharp Fundamental Theorem of Calculus
- Algebraic Closure, Embeddings, and Separability
- Algebraic Extensions, Extension Degree, and Finite Fields
- Approximation and Compactness in C(K)
- Arc Length and Rectifiable Curves
- Areas of Elementary Plane Figures
- Banach Valued Integration and the Radon Nikodym Property
- Banach-Space Differential Calculus and Banach Manifolds
- Binary Operations, Monoids, Groups and Subgroups
- Bootstrap closure and nonlinear stability boundaries
- Bounded Linear Operators and Quotient Spaces
- Bounded Variation and the Riemann–Stieltjes Integral
- Categories, Functors and Natural Transformations
- Causal And Initial Value Boundaries
- Chain Complexes and Homology
- Cm Math Continuum
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Complex Norms and Realification
- Complex Power Series and Analytic Functions
- Complexification, Realification and Real Structures
- Composition Series, the Jordan–Hölder Theorem and Solvable Groups
- Congruences, the Integers Modulo n and the Chinese Remainder Theorem
- Connectedness
- Connections And Free Fall
- Connections Levi Civita and Parallel Transport
- Constant Rank, Submersions, Immersions and Regular Level Sets
- 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
- Convexity
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- Curvature And Tides
- Cyclic Groups and Direct Products
- Darboux, L'Hôpital, and Taylor's Theorem
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Diagonalisation and the Minimal Polynomial
- Differentiation of Monotone Functions and the Vitali Covering Theorem
- Distributions Test Functions and Differentiation
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Divisibility, Greatest Common Divisors and Bézout's Identity
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Eigenvalues, Eigenvectors and the Characteristic Polynomial
- Einstein And Matter
- Euclidean Ordinary Differential Equations with Smooth Dependence
- Euclidean Surface Measure, Divergence, and Green Identities
- Exterior Powers, Orientation and Hodge Duality
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Finite-slab geometric Cauchy stability
- Foundations of the Real Numbers for Analysis
- Framework And Geometry
- Free Modules, Exact Sequences, Projective and Injective Modules
- Fubini and Change of Variables
- Function Space Topologies and the Exponential Law
- Fundamental Trigonometric Identities
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Geodesics, the Exponential Map, Completeness, and Hopf–Rinow
- Gr13 Convex Normal Neighborhoods
- Gr14 Full High Regularity Symmetric Hyperbolic Proof
- Gr15 Exact Checked Sbierski Smooth Mghd Proof With Complete Local Prerequisites And Quotient Second Countability
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Group Homomorphisms and the Isomorphism Theorems
- 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
- Improper and Parameter-Dependent Multiple Integrals
- Improper Integrals
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- Integration of Forms and the General Stokes Theorem
- Lebesgue Measure on Euclidean Space
- Limits and Colimits
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Line Integrals and the Gradient Theorem
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Manifolds with Boundary Collars and Orientations
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Densities and Radon Volume on Manifolds
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modes of Convergence Egorov and Lusin
- Modules, Submodules, Quotient Modules and the Isomorphism Theorems
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- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
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- Norming and Separation under Hahn–Banach
- Order, Zorn's Lemma, and the Axiom of Choice
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- Picard-Lindelöf and First-Order Ordinary Differential Equations
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- Power Series and Real-Analytic Functions
- Preadditive and Additive Categories and Biproducts
- Primes, Euclid's Lemma and the Fundamental Theorem of Arithmetic
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Radon Measures and the Riesz Markov Kakutani Theorem
- Rank Theorems and Embedded Submanifolds
- Relations, Functions, and Quotients
- Riemann Curvature and Riemannian Submanifolds
- Riemannian Metrics Length Distance and Volume
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Sard Theorem and Transversality
- 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
- Simplicial Complexes and Simplicial Homology
- Sine, Cosine, and the Definition of Pi
- Singular Chains and Singular Homology
- Singular Cochains Mayer Vietoris and Smooth Singular Comparison
- Singular Cohomology and Coefficient Theorems
- Smooth Manifolds and Smooth Maps
- Smooth Partitions of Unity and Exhaustions
- Smooth Vector Bundles and Sections
- Spacetime Primitives
- Splitting Fields
- Stone–Weierstrass in General
- Strongly Continuous Semigroups and Hille Yosida
- Subspaces, Products, and Quotients
- Suprema and Infima
- Sylow's Theorems, p-Groups and Nilpotent Groups
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- Tangent Cotangent and the Differential
- Tensor Fields Exterior Algebra and Differential Forms
- Tensor Products of Modules
- Tensors And Observers
- The Analytic Hahn Banach Theorem
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Complex Exponential and Euler's Formula
- The De Rham Complex Homotopy and Mayer Vietoris
- The de Rham Theorem and Degree
- The Derivative and the Mean Value Theorems
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The Divergence Theorem and Classical Stokes
- The Exponential Function
- The Exterior Derivative and Cartan Calculus
- The Fundamental Theorem of Algebra
- The Fundamental Theorem of Finite Abelian Groups
- The Fundamental Theorems of Calculus
- The Galois Correspondence
- The Inverse and Implicit Function Theorems
- The Inverse Function Theorem Completed
- 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 Spectral Theorem, Positive Operators and Singular Value Decomposition
- 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 Fields Flows and Lie Derivatives
- Vector Spaces, Linear Subspaces, Span and Direct Sums
- Volumes of Elementary Solids and Solids of Revolution
- Weak Derivatives and Sobolev Spaces
- Whitney Embedding Tubular Neighbourhoods and Approximation
2 · Summary
3 · Logical flowchart
4 · Definitions, postulates, theorems and proofs
None yet.
5 · Examples, experiments and counterexamples
Bootstrap closure and nonlinear stability boundaries — model 1
Example
Let be continuous, let , , and be dimensionless, and suppose for every finite that
Use the dimensionless thresholds in the cited continuation contract, with . Then
Use the positive dimensionless thresholds , and of the continuation contract below, with . If , this scalar estimate gives the strict improvement required by that contract. It supplies no Einstein decay estimate; an application must prove this integral inequality and its continuation margins separately.
Example references
A quantitative continuation and bootstrap contract
Open-closed bootstrap continuation
Gronwall's integral inequality with variable and constant coefficients
Real powers for positive bases, with the zero-base positive-exponent convention
Continuity and derivatives of positive-base real powers
The second fundamental theorem: if is differentiable on with and is integrable, then
The exponential is positive and satisfies
The exponential function is strictly increasing
The real exponential function and the number by a power series
Metivier, Chapter 3, §§3.3–3.5
Facts & Assumptions
Given: The inequality in the Example on every compact interval; ; ; and dimensionless time .
Gronwall's integral inequality with variable and constant coefficients: if continuous on satisfy and , then for nondecreasing , .
Real powers for positive bases, with the zero-base positive-exponent convention: for a positive base , for every real .
The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with : the derivative of a composition is the derivative of the outer function evaluated at the inner function times the derivative of the inner function.
The second fundamental theorem: if is differentiable on with and is integrable, then : for differentiable on a compact interval with integrable derivative, .
The exponential is positive and satisfies : for every real .
The exponential function is strictly increasing: is strictly increasing on .
The real exponential function and the number by a power series: the power-series definition gives .
A quantitative continuation and bootstrap contract: fix an evolution problem and solution class, a continuous nonnegative dimensionless energy of a solution, constants with , and finitely many margin functions with thresholds . The separately supplied continuation criterion extends a finite-endpoint solution in the same class whenever and every throughout its interval. A solution is maximal if no agreeing extension past its finite right endpoint exists in that class.
Open-closed bootstrap continuation: for a maximal solution satisfying [F9]'s continuation contract, an improvement on every finite with , from , closes the bound; if every listed margin persists throughout , then .
Verification
On any finite , set , and . These functions satisfy [F1]'s continuity and nonnegativity hypotheses, and is nondecreasing. Therefore .
For the integral is zero. For , the function has derivative by [F3] and [F4]; is continuous on . Applying [F5] gives . By [F2] and [F6], , so the exponent satisfies . By [F7], ; since , [F7] and [F8] give . As , these inequalities prove both displayed bounds and .
If additionally , the bound in step 2.1 implies on every finite with and . Thus the strict improvement required by [F9] holds whenever its hypothesis holds. For a continuation application, assume in addition that this is the normalized energy of a maximal solution of a fixed evolution problem in the solution class of [F9], that the problem satisfies the stated finite-endpoint continuation criterion, and that for every listed and every . All hypotheses of [F10] now hold, so . These solution, continuation and margin hypotheses are separate inputs, not consequences of the scalar inequality.
Bootstrap closure and nonlinear stability boundaries — model 2
Example
Let be continuous, let , and be dimensionless, and suppose for every finite that
Use the dimensionless thresholds in the cited continuation contract, with . Gronwall gives the polynomial upper bound . This inequality alone does not supply a uniform improvement: with , and , equality holds. Let for the thresholds in the continuation contract below; then . On the finite slab this example has , , but . Thus the bootstrap implication from to fails on that slab.
Example references
A quantitative continuation and bootstrap contract
Open-closed bootstrap continuation
Gronwall's integral inequality with variable and constant coefficients
Real powers for positive bases, with the zero-base positive-exponent convention
The second fundamental theorem: if is differentiable on with and is integrable, then
The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t
Metivier, Chapter 3, §§3.3–3.5
Facts & Assumptions
Given: The inequality in the Example on every compact interval; ; ; and dimensionless time .
Gronwall's integral inequality with variable and constant coefficients: if continuous on satisfy and , then for nondecreasing , .
The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with : derivatives of compositions obey the chain rule.
The second fundamental theorem: if is differentiable on with and is integrable, then : for differentiable on a compact interval with integrable derivative, .
A quantitative continuation and bootstrap contract: the bootstrap input and strict output are and , respectively, with .
Open-closed bootstrap continuation: the required contract implication must hold on every compact subinterval before the continuation conclusion applies.
Verification
The case is immediate. For finite , set , and on . The given inequality holds there; is continuous and nonnegative, is a nonnegative constant and hence nondecreasing, and is continuous and nonnegative, so [F1] applies and gives . Since , [F2] and [F4] give for ; this derivative is continuous. By [F5], .
For the stated boundary example take , set , and . Then . The function has continuous, hence integrable, derivative , so [F5] gives for ; for , both sides equal . Thus .
By [F3], , which proves the stated polynomial upper bound on every finite subinterval.
Put . Because , for we have and , but . Thus the contract's input condition holds on while its claimed improvement fails there; [F7] cannot be applied from this integral inequality alone.
Sources
- G. Métivier, The Mathematics of Nonlinear Optics (2009), Chapter 3, §§3.3–3.5, PDF pp. 23–29: symmetric-hyperbolic existence, stability, continuation and a bootstrap-continuation implication
- Qian Wang, Lectures on Nonlinear Wave Equations (2015), §6.3, proof of Theorem 22, PDF pp. 174–186: continuity method, decay estimates and continuation
- S. Klainerman and J. Szeftel, Kerr stability for small angular momentum, arXiv:2104.11857v1 (2021), abstract and §1.2.1, PDF pp. 2 and 22–24
- J. L. Jaramillo, J. A. Valiente Kroon and E. Gourgoulhon, From Geometry to Numerics: interdisciplinary aspects in mathematical and numerical relativity, arXiv:0712.2332v2 (2008), §§1.2.1 and 2.2, PDF pp. 2–3 and 11–12