How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
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- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Banach-Space Differential Calculus and Banach Manifolds: Examples
1 · Prerequisites
- Approximation and Compactness in C(K)
- Banach Valued Integration and the Radon Nikodym Property
- Banach-Space Differential Calculus and Banach Manifolds
- Binary Operations, Monoids, Groups and Subgroups
- Bounded Linear Operators and Quotient Spaces
- Compact Operators and Riesz Schauder Theory
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- 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
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Countability Axioms and Cardinal Functions
- 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
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Finite Dimensional Normed Spaces and Riesz Lemma
- Foundations of the Real Numbers for Analysis
- Geometric Hahn Banach and Convex Separation
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Limits of Real Functions
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Metric Spaces
- 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
- Polynomial Rings, the Division Algorithm and Roots
- Reflexivity and Eberlein Smulian
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Sequences and Limits
- Series: Convergence and the Nonnegative Tests
- Simple Field Extensions and the Construction of the Complex Numbers
- Subspaces, Products, and Quotients
- Suprema and Infima
- The Analytic Hahn Banach Theorem
- The Baire Principles of Functional Analysis
- The Complex Exponential and Euler's Formula
- The Derivative and the Mean Value Theorems
- 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
2 · Summary
The examples on this page work the definitions of the companion page out in the cases that the local theorems actually use. A bounded bilinear map is differentiated by expanding the increment and showing that the only surviving remainder is the cross term , bounded by and hence of order ; the product rule for an associative multiplication and the derivative of the diagonal map, when the two input spaces agree (), follow as specialisations. A small Lipschitz perturbation of the identity is inverted globally by the contraction principle, with the Lipschitz constant for the inverse, and the inverse function theorem makes the inverse of class when the perturbation is. The bounded projection onto a complemented summand of a Banach space is differentiated directly, with domain and target carrying their standard maximal smooth atlases: it is its own derivative everywhere, every value is regular with complemented kernel, and its level sets are the affine translates of the other summand, with tangent space that summand at every point. The same projection, when its kernel is finite dimensional, is a smooth Fredholm map whose index is the dimension of the kernel and whose local reduction has a trivial obstruction space.
The page closes with the boundary case that explains the split-kernel hypothesis of the regular value theorem. The null-sequence space is closed in , and assuming the Axiom of Countable Choice it is not complemented there by the quotient-dual argument. Since is not second countable, it is not a Banach manifold under this library's convention; the example is therefore a Banach-space obstruction to a split coordinate decomposition, not a manifold counterexample. It witnesses why surjectivity of a derivative alone cannot be substituted for a complemented kernel.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
The derivative of a bounded bilinear map
Example
Let , , be real Banach spaces and let be a bounded bilinear map (A bounded bilinear map between normed spaces), with the product space carrying the max norm (The standard product norms on a finite product of normed spaces). Then is Fréchet differentiable everywhere, with
the right-hand side being a bounded linear map of . In particular:
- if an associative multiplication on a real Banach space is a bounded bilinear map — in particular, for a real Banach algebra — then ;
- if , the diagonal map , , has derivative .
Facts & Assumptions
Given: Real Banach spaces , a bounded bilinear with a constant satisfying for all , and a point .
Bounded bilinearity and the defining estimate (A bounded bilinear map between normed spaces).
The max norm on is a norm and exactly when and (The standard product norms on a finite product of normed spaces); the norm is subadditive and absolutely homogeneous (A norm on a real vector space, the induced metric, and the dictionary with the metric axioms).
Fréchet differentiability at means a bounded linear candidate whose remainder satisfies (Fréchet derivative between Banach spaces); the operator norm bounds (The operator norm as the least bound and as the unit-sphere or unit-ball supremum).
When , the diagonal map , , is bounded linear with . Its derivative is directly from [L3]: , so the derivative remainder is identically zero. The chain rule for its composite with is supplied by Chain sum product and composition rules for Banach derivatives.
Verification
Expanding with [L1], , so the remainder after subtracting the proposed linear part is exactly .
The map is linear in and bounded: by [L1] and [L2].
For the normalised remainder is , which tends to as by [L1] and [L2]; hence by [L3].
For an associative algebra multiplication that is bounded bilinear, [step 2.1] with gives , using bilinearity to write and .
Assume . The diagonal map is then the well-typed composite of from to with ; the diagonal is bounded linear with derivative , so the chain rule [L4] and [step 2.1] give .
Steps 2.1, 3.1 and 3.2 establish every displayed claim of the example.
The Banach inverse theorem for a small Lipschitz perturbation of the identity
Example
Assume the Axiom of Choice (The Axiom of Choice). Let be a real Banach space (Banach space) and let be Lipschitz with constant and (Lipschitz map, -Hölder map for rational , and contraction). Then is bijective and its inverse is Lipschitz with constant at most . If in addition is of class for some (C k map between Banach spaces), then is a global diffeomorphism of onto .
Facts & Assumptions
Given: AC, a real Banach space , a Lipschitz map with constant , and .
Lipschitz with constant : for all (Lipschitz map, -Hölder map for rational , and contraction).
A contraction of a nonempty complete metric space has a unique fixed point; a Banach space is a nonempty complete metric space (A contraction of a nonempty complete metric space into itself has exactly one fixed point, the limit of the iterates from any starting point, Banach space).
Neumann: implies invertible with (Neumann series and small perturbations of bounded inverses).
A derivative is a norm limit of difference quotients, so a global Lipschitz constant bounds the derivative by wherever it exists (Fréchet derivative between Banach spaces, The operator norm as the least bound and as the unit-sphere or unit-ball supremum).
Sum rule , -ness of for a map , and the inverse function theorem for maps between Banach spaces, (Chain sum product and composition rules for Banach derivatives, C k map between Banach spaces, Inverse function theorem for Banach spaces).
Verification
Fix and put . Then by [L1], so is a contraction of the nonempty complete metric space ; by [L2] it has exactly one fixed point, and is equivalent to .
Consequently is bijective with the unique fixed point of for each . If for , then , hence because .
Now assume is of class with ; then is of class and by [L5]. The derivative of satisfies by [L4], so and [L3] makes invertible with at every .
By the inverse function theorem [L5] applied at each , and using that is a bijection by [step 2.1], the global inverse agrees near each with the local inverse of ; being locally of class , is of class . Hence is a global diffeomorphism.
Steps 2.1, 2.2 and 3.1 prove all the assertions of the example.
A regular level set in a Banach space
Example
Assume the Axiom of Choice (The Axiom of Choice). Let and be real Banach spaces (Banach space) and let be their topological direct sum, with bounded coordinate projections (A complemented closed subspace of a normed space), where the direct sum is second countable (Second countability: an at most countable basis for the topology) — for instance this holds whenever and are second countable, since the direct sum is a finite product (Assuming countable choice, a countable product of second countable spaces is second countable). Equip and with their standard maximal atlases, namely the maximal atlases containing their global identity charts. Then and are Banach manifolds in the sense of Countable base Banach manifold and smooth map, and the projection , , has every as a regular value in the sense of the regular value theorem (Regular value theorem for Banach manifolds): is smooth — a bounded linear map equals its own derivative everywhere — and at every point of its derivative is onto with complemented kernel. Each level set is the affine split submanifold
of , and its tangent space at every point is .
Facts & Assumptions
Given: Real Banach spaces with second countable topological direct sum with bounded projections; the standard maximal smooth atlases on and ; and a point .
In a topological direct sum every has a unique decomposition with , , and the coordinate maps , are bounded linear operators; is the projection onto along (A complemented closed subspace of a normed space).
A bounded linear operator is differentiable everywhere with , and the regular value theorem applies to a smooth map whose derivative at every point of a level set is onto with complemented kernel when the domain carries the stated maximal atlas (Fréchet derivative between Banach spaces, Regular value theorem for Banach manifolds).
Verification
By [L1] the projection is bounded linear, so for every by [L2]; it is surjective because for every , and its kernel is (Linear subspace of a vector space), which is complemented in by the given direct sum.
For every one has for all , and conversely forces with ; hence , a translate of the subspace .
Since [step 1.1] verifies the hypotheses of the regular value theorem at every point of every level set, that theorem gives that each is a split smooth submanifold of with for all ; by [step 2.1] this submanifold is the affine set .
Every is therefore a regular value with the stated affine fibre and tangent space, which is the example's claim.
A projection with finite-dimensional kernel is Fredholm
Example
Assume the Axiom of Choice (The Axiom of Choice). Let and be real Banach spaces with (Banach space), and let be their topological direct sum with bounded projections (A complemented closed subspace of a normed space), where the direct sum is second countable (Second countability: an at most countable basis for the topology) — for instance this holds whenever and are second countable (Assuming countable choice, a countable product of second countable spaces is second countable). Then and are Banach manifolds in the sense of Countable base Banach manifold and smooth map, and the projection onto along is a smooth Fredholm map (Fredholm map between Banach manifolds) of index , and its local finite-dimensional reduction (Local finite-dimensional reduction for a Fredholm map) has zero obstruction space: in suitable coordinates it is the projection onto the range factor of the splitting , with the complement coordinate set to zero.
Facts & Assumptions
Given: Real Banach spaces with and second countable topological direct sum with bounded projections, and the projection onto the second factor.
In a topological direct sum every decomposes uniquely as and the coordinates , are bounded linear; here is finite dimensional by hypothesis and (A complemented closed subspace of a normed space).
A bounded linear map is differentiable everywhere with derivative itself, and is smooth of class as a map of Banach manifolds (Fréchet derivative between Banach spaces, C k map between Banach spaces).
Fredholm operator and index: finite-dimensional kernel, closed range and finite-dimensional cokernel, index (Fredholm operator cokernel and index); the local finite-dimensional reduction produces coordinates in which a Fredholm map is with ranging over an open subset of the range, over an open subset of the finite-dimensional kernel, and taking values in a finite-dimensional complement of the range (Local finite-dimensional reduction for a Fredholm map).
Verification
By [L1] the map is bounded linear with finite dimensional, closed, and finite dimensional; hence is Fredholm at every point with index by [L3].
The map is smooth and for every by [L2], so is a smooth Fredholm map of index by [step 1.1].
For the reduction, take the splitting and the range complement ; the normal form of [L3] reads with valued in the zero space, so and the obstruction space is trivial; the coordinates are those of the direct sum itself, and no nontrivial correction term is produced.
Thus is a smooth Fredholm map of index whose local reduction has zero obstruction space, as claimed.
A closed subspace of ell-infinity that is not complemented
Statement refuted
Assuming the Axiom of Countable Choice (The Axiom of Countable Choice ()), the space is a closed subspace of that is not complemented in it: there is no bounded linear projection of onto . Consequently no decomposition into closed subspaces exists, so the split-chart condition of Split Banach submanifold fails for the pair at the identity chart. The ambient is not second countable and hence is not a Banach manifold in the library's sense (Countable base Banach manifold and smooth map), so this counterexample separates closedness from complementedness at the level of Banach spaces; the sentence about in Split Banach submanifold records the same qualification.
Facts & Assumptions
Given: The sequence spaces with the sup norm (The sequence spaces c_0 and ell-infinity), the identity chart of , and the assumed .
The sup-normed space is Banach for . Indeed, for a sup-norm Cauchy sequence , every coordinate sequence is Cauchy and has a unique scalar limit by real or complex completeness (The reals are complete, The complex plane is complete, and convergence is equivalent to convergence of real and imaginary parts); Replacement collects these unique limits into a sequence (The Axiom Schema of Replacement: for each formula , if defines a class function on then its image on is a set). Given , choose so that for ; fixing and passing coordinatewise gives for every , so is bounded and . Thus every Cauchy sequence converges in , as required by Banach space. The subspace is closed in (c_0 is a closed subspace of ell-infinity) and therefore Banach by the closed-subspace theorem (A closed subspace of a Banach space is Banach); this also agrees with the direct result Real and complex are Banach.
The identity chart of covers and has trivial transition maps, so the split-chart condition of Split Banach submanifold is meaningful for the pair : it asks for a decomposition into closed subspaces with bounded coordinate projections such that, in the chart, . The space is not second countable — the uncountably many - sequences are pairwise at sup-distance , so every dense subset is uncountable — hence is not a Banach manifold in the library's sense (Countable base Banach manifold and smooth map, Second countability: an at most countable basis for the topology).
A bounded linear projection of onto fixes every element of , and for each the map is a bounded linear functional on that annihilates , hence induces a bounded linear functional on the quotient of norm at most (A bounded linear operator between normed spaces, The operator norm as the least bound and as the unit-sphere or unit-ball supremum, A complemented closed subspace of a normed space, The quotient vector space (X/M), its cosets, and the quotient map (q:X\to X/M), The quotient seminorm (|x+M|{X/M}=\inf{m\in M}|x+m|=\operatorname{dist}(x,M)), The dual space X^* of a normed space and its dual norm).
The rationals are dense in and the irrationals are uncountable (Both and are dense in , and every nonempty open subset of is uncountable, The irrationals are uncountable).
Every nonempty subset of has a least element (The well-ordering principle).
Under , a countable union of countable sets is countable (The Axiom of Countable Choice (), Countable unions of at most countable sets, assuming ).
Cosets of the quotient , the quotient map, the quotient seminorm , and its being a norm because is closed (The quotient vector space (X/M), its cosets, and the quotient map (q:X\to X/M), The quotient seminorm (|x+M|{X/M}=\inf{m\in M}|x+m|=\operatorname{dist}(x,M)), The quotient seminorm is a norm exactly when the subspace is closed).
A closed subspace is complemented exactly when it is the range of a bounded linear projection (A closed subspace is complemented exactly when it is the range of a bounded projection, A complemented closed subspace of a normed space).
Dual and operator bounds: for in the dual, and for a bounded linear (The dual space X^* of a normed space and its dual norm, The operator norm as the least bound and as the unit-sphere or unit-ball supremum, A bounded linear operator between normed spaces).
Counterexample
is closed in and is a Banach space for the sup norm by [F1]; is not second countable and hence is not a Banach manifold in the library's sense, while the identity chart still makes the split-chart condition meaningful for the pair by [L1]. [F1, L1] 1.2 Suppose for contradiction that is complemented in : by [L7] fix a bounded linear projection of onto , so that for every . [assume-contra, L7] 1.3 Fix an enumeration of the rationals; for every irrational and every let be the least index not already used among with , and put . [L3, L4, construct] 2.1 Each is infinite. If , choose so large that the intervals and are disjoint whenever . Any common index of and must therefore occur among the first choices for at least one of , a finite set; hence is finite. It follows that is injective and is uncountable by [L3]. [step 1.3, L3, algebra] 3.1 Let be the indicator sequence of and let carry the quotient norm; then and because . For distinct , remove the finite union of all pairwise intersections from their supports. The resulting indicators have disjoint supports and differ from the by finitely supported, hence , sequences. Therefore, for scalars , the quotient norm of equals : the disjoint representative gives the upper bound, and each remaining infinite support attains the corresponding coefficient infinitely often, giving the lower bound against every perturbation. [step 1.3, step 2.1, F1, L6, algebra] 4.1 For every and every real the set is finite: for distinct points in it choose unimodular scalars with , so that by [step 3.1] and [L8] one has and hence . [step 3.1, L8, choose, algebra] 5.1 No countable family in separates the points of : given , the set of with for some is the countable union over the pairs of the finite sets of [step 4.1] with , hence countable by [L5]; since is uncountable by [step 2.1], some lies outside it, and then the nonzero vector is annihilated by every . [step 4.1, step 2.1, L5] 6.1 Let be the projection assumed in step 1.2 and put . By [L2] each is a well-defined bounded linear functional on — well-defined because fixes every element of — with by [L8], and if for all then for all , so . The countably many functionals would therefore be a countable separating family in , contradicting [step 5.1]. [step 1.2, step 5.1, L2, L6, L8] 7.1 This contradiction with [step 5.1] shows that no bounded linear projection of onto exists; by [L7] is not complemented in , although it is closed there by [step 1.1], and consequently the identity chart admits no split-chart decomposition of , as claimed.
Remarks
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Where the countability enters. The proof only uses once, in [step 5.1], to make the union of the finitely-many-violators sets countable. The construction of the uncountable family and the quotient-norm computation are choice-free beyond the fixed enumeration of the rationals.
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The manifold reading. The identity chart makes an instance of the split-chart condition, but is not second countable, so the pair is not a Banach manifold. The library's Split Banach submanifold therefore treats this example as evidence that closedness does not imply splitness in the Banach-space setting, and the split-submanifold definition itself is stated only for second countable ambient manifolds.