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The Inverse Function Theorem Completed
1 · Prerequisites
- Binary Operations, Monoids, Groups and Subgroups
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Connectedness
- 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
- Countability and Uncountability
- Determinants of Matrices over a Commutative Ring
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- 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
- Mixed Partials, Taylor Formulae, and Extrema
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Order, Zorn's Lemma, and the Axiom of Choice
- Polynomial Rings, the Division Algorithm and Roots
- Properties of the Integral and the Working FTC
- 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
- Subspaces, Products, and Quotients
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Derivative and the Mean Value Theorems
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The Inverse and Implicit Function Theorems
- 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
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
Multivariable total differentiation and the Euclidean inverse and implicit function theorems supply local inverses, implicit solution maps, and their derivative formulas. The Newton-contraction estimate makes invertibility of the derivative stable near a regular point. Euclidean compactness controls proper maps, while polygonal connectedness of connected open sets lets one-variable constancy propagate along finitely many line segments. Higher mixed-partial notation supplies the language used for regularity.
Componentwise closure and smooth matrix inversion first upgrade local inverses and parametrized implicit solutions. The regular locus is then open; regular maps are open, and injectivity turns their local inverses into a diffeomorphism onto the image. Proper regular maps have finite diffeomorphic sheets with constant fibre cardinality over a connected target. The Jacobian sign gives local orientation and is constant on a connected regular domain, while vanishing total derivative is equivalent to constancy on a connected open domain.
3 · Logical flowchart
4 · Definitions, theorems and proofs
Euclidean maps and diffeomorphisms
Definition
Let , let , let be open, and let . A map is of class when each component is of class . Each scalar component uses the word-derivative convention of maps and multi-index derivative notation in Euclidean space, whose source dimension is positive. The map is smooth, or , when it is for every .
Let and let be open. A bijection is a diffeomorphism when both and are . For , a local diffeomorphism at is a restriction between open neighbourhoods of and that is a diffeomorphism. At this agrees with Continuously differentiable maps, local inverses, and local diffeomorphisms: continuous first partial derivatives give the required total derivative by If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative, while continuity of the total derivative gives continuity of its matrix entries and hence of the first partial derivatives.
Euclidean maps are closed under componentwise algebra and composition
Statement
Let . Finite componentwise sums and products of Euclidean maps are , and a composite of composable Euclidean maps is . Scalar multiples are included among the finite componentwise operations. The assertions remain valid on an empty open domain.
Facts & Assumptions
Given: Open Euclidean domains and maps for which the displayed sums, products, scalar multiples, or composites are defined. We use induction on derivative order (The principle of mathematical induction).
A map is of class when each component is of class ( Euclidean maps and diffeomorphisms).
If is totally differentiable at and is totally differentiable at , then is totally differentiable at and (The chain rule for total derivatives: ).
For differentiable real functions, sums and scalar multiples are differentiable with the expected derivatives, and (Sums, scalar multiples, products and quotients: , , , and when ).
If every first partial derivative exists near a point and is continuous there, then the map is totally differentiable there and its total derivative has matrix equal to its Jacobian (If all partial derivatives exist on a neighbourhood and are continuous at a point, then the map is totally differentiable there with Jacobian derivative).
Finite sums, products, and scalar multiples of continuous real functions are continuous (Sums, scalar multiples, products, absolute values, maxima, minima and quotients with nonvanishing denominator of continuous functions are continuous, as are constants, the identity and every polynomial function), and a composite of continuous maps between topological spaces is continuous (Continuity may be checked on any open cover, and on any finite closed cover; composites of continuous maps are continuous, claim 1).
Total differentiability gives every directional and partial derivative by applying the total derivative to the corresponding direction vector (A total derivative computes every directional derivative, and its matrix is the Jacobian).
Proof
At order , [F1] reduces the assertions to scalar component functions, and [L4] supplies closure under the stated operations; on an empty domain all these assertions are vacuous.
Fix and assume that all the closure assertions hold through order .
Consider maps of class . For a sum, scalar multiple, or componentwise product, [L2] on each coordinate line expresses every first partial derivative as a finite sum of products of functions. For a composite, [L3] supplies total differentiability, [L1] gives its total derivative, and [L5] identifies the first partials with the columns of that derivative; hence every first partial is a finite sum of products of first partials of the factors. The hypothesis in step 1.2 makes all these first partials , so [F1] makes the resulting maps . Together with the base case, this proves the result through every finite .
Matrix inversion preserves regularity where the determinant is nonzero
Statement
Let , let be open, and let . If the entries of are and never vanishes, then the entries of are .
Facts & Assumptions
Given: The matrix-valued map in the Statement. Cofactors have the meaning of Deleted-row-and-column minors, cofactors, the cofactor matrix and the adjugate over a commutative ring, and the reciprocal derivative rule is supplied by Sums, scalar multiples, products and quotients: , , , and when .
For an invertible square matrix, (If is a unit, then )
The function is evaluation of the polynomial (For every fixed finite size at least one, the determinant of a real square matrix is a polynomial in its matrix entries)
Finite componentwise sums and products of Euclidean maps are , and a composite of composable Euclidean maps is ( Euclidean maps are closed under componentwise algebra and composition).
Proof
Every cofactor and the determinant are polynomial expressions in the entries of , so they are by [L2] and [L3]; [L1] identifies the only remaining factor needed for the inverse.
On , repeated differentiation of gives . This formula follows by induction from the reciprocal and product rules, and every derivative displayed is continuous on that domain.
Since never vanishes, its image lies in the domain of step 1.2. Thus is by composition, and [L1] together with step 1.1 and [L3] makes every entry of .
A local inverse of a regular map is
Statement
Let , let be open, and let be , with invertible. Then every local inverse supplied by the inverse function theorem at is . In its inverse neighbourhood it satisfies
Facts & Assumptions
Given: The hypotheses in the Statement and the closure theorem Euclidean maps are closed under componentwise algebra and composition.
The inverse function theorem supplies an inverse that is and satisfies (The Euclidean inverse function theorem).
If the entries of are and never vanishes, then the entries of are (Matrix inversion preserves regularity where the determinant is nonzero).
Proof
By [L1], the local inverse exists, is , and satisfies throughout its domain.
Suppose and is . Because is , the entries of are , hence when ; closure under composition makes , and [L2] makes . Therefore is . Starting from step 1.1 and repeating this finite bootstrap reaches .
The regular locus of a square-dimensional map
Definition
Let , let be open, and let be in the sense of Continuously differentiable maps, local inverses, and local diffeomorphisms. A point is regular when the linear map is invertible (Invertible Euclidean linear maps). The regular locus is
Its complement in is the singular locus of .
The regular locus of a Euclidean map is open
Statement
Let . For a map on an open , the regular locus (The regular locus of a square-dimensional map) is open in . The empty regular locus is included.
Facts & Assumptions
Given: The map and domain in the Statement, with openness understood in the metric topology The metric topology: a set is open when every one of its points has a ball around it inside the set; closed means open complement.
At a point where is invertible, there is such that is invertible for every (Newton maps are uniform contractions near a point with invertible derivative).
Proof
Fix . By [L1], some has , so is an interior point of the regular locus.
Every point of the regular locus is interior by step 1.1; if the locus is empty, it is open by definition. Thus is open.
A map with everywhere-invertible derivative is open
Statement
Let , let be open, and let be . Suppose is invertible for every . Then maps every open subset of to an open subset of . Thus is an open map (Homeomorphism, open map, closed map, embedding, and what it means for a property to be topological).
Facts & Assumptions
Given: The map in the Statement and an open subset .
At every point with invertible derivative, there are open sets on which the map restricts to a diffeomorphism onto (The Euclidean inverse function theorem).
Proof
Let and choose with . Apply [L1] at and replace its source neighbourhood by its intersection with ; the image of that smaller neighbourhood is an open neighbourhood of contained in .
Thus every point of is interior. If , its image is the open empty set, so is open in every case.
An injective regular map is a diffeomorphism onto its image
Statement
Let , let be open, and let be injective and . Suppose is invertible for every , equivalently (The regular locus of a square-dimensional map). Then is open and is a diffeomorphism. Its inverse satisfies
Facts & Assumptions
Given: The hypotheses in the Statement and the definitions of a local inverse and diffeomorphism (Continuously differentiable maps, local inverses, and local diffeomorphisms, Homeomorphism, open map, closed map, embedding, and what it means for a property to be topological).
Let be and suppose is invertible for every . Then maps every open subset of to an open subset of (A map with everywhere-invertible derivative is open).
For the local inverse supplied by the inverse function theorem, (The Euclidean inverse function theorem)
Proof
By [L1], is open and the continuous bijection is open. Therefore its inverse is continuous.
Fix . The unique global inverse agrees near , by injectivity, with the local inverse from [L2]. Hence is near every image point and satisfies there. This proves the stated global diffeomorphism and derivative formula.
An injective regular map is a diffeomorphism onto its image
Statement
Let , let be open, and let be an injective map whose derivative is invertible everywhere. Then is open and the corestriction is a diffeomorphism.
Facts & Assumptions
Given: The hypotheses in the Statement and the diffeomorphism convention of Euclidean maps and diffeomorphisms.
Under the corresponding hypotheses, is open and is a diffeomorphism (An injective regular map is a diffeomorphism onto its image).
If is for , then every local inverse supplied by the inverse function theorem is (A local inverse of a regular map is ).
Proof
Since a map with is , [L1] supplies the open image and the unique global inverse .
Around each , the inverse agrees with the unique local inverse of . By [L2] that restriction is . Thus is locally, and hence globally, , so the corestriction is a diffeomorphism.
The parametrized implicit function theorem with regularity
Statement
Let and , let be open, and let be . Suppose and is invertible. Then there are neighbourhoods and a unique map solving . More precisely, on suitable open neighbourhoods of and of ,
and
When no parameter block is present, this is the ordinary implicit function theorem.
Facts & Assumptions
Given: The dimensions and hypotheses in the Statement. The block map used below is by Euclidean maps are closed under componentwise algebra and composition, and matrix inversion has the regularity of Matrix inversion preserves regularity where the determinant is nonzero.
With an invertible second-block derivative, the implicit theorem gives open neighbourhoods of and of , and a unique map solving the equation, together with its derivative formula (The Euclidean implicit function theorem with derivative formula).
If a map is for , every local inverse supplied by the inverse function theorem is (A local inverse of a regular map is ).
A map with invertible derivative has a local inverse (The Euclidean inverse function theorem).
Proof
Put and . The coordinate permutation is linear, so is open and is . Regard as the first variable block and apply [L1] to . It gives neighbourhoods , a unique map , the equivalence if and only if , and the combined-block derivative formula.
On , the block map is . Its derivative at the base point is block triangular with identity on the first block and invertible block on the second, so [L3] supplies a local inverse . By [L2], is . The identity forces ; hence is a solution of the equation. After intersecting the neighbourhoods, uniqueness in step 1.1 identifies this solution with .
Step 1.1 already supplies the displayed derivative formula for the unique solution, while step 2.1 upgrades that same solution to . Thus all regularity, equivalence, uniqueness, and derivative claims hold, including .
Proper maps between Euclidean open sets
Definition
Let and be open, with their Euclidean metric topologies (The metric topology: a set is open when every one of its points has a ball around it inside the set; closed means open complement). A continuous map is proper when is compact in for every compact subset of . Continuity and compactness have the meanings of Continuity of a map between metric spaces, at a point and globally, in the - form and Open cover, subcover, compact metric space, and compact subset of a metric space.
Compactness here is intrinsic to the displayed subspaces. In particular, properness concerns compact subsets of , not merely subsets compact in the ambient space by an unstated convention.
A proper Euclidean local diffeomorphism has finite diffeomorphic sheets near every target point
Statement
Let , let be nonempty open sets, let be connected, and let be a proper map such that is invertible for every . Then is surjective, every fibre is finite, and every has an open neighbourhood whose preimage is a finite disjoint union of open sets, each carried -diffeomorphically onto that neighbourhood by .
Facts & Assumptions
Given: The hypotheses in the Statement. We use intrinsic compactness of subspaces (A subset of a metric space is open in the subspace metric exactly when it is the trace of an open set of the ambient space, and it is compact as a metric space in its own right exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it), compact Euclidean closed balls (For , every Euclidean closed ball and every Euclidean sphere of positive radius is compact), closedness of Euclidean compact sets (A compact subset of a metric space is closed and bounded), local inverses (The Euclidean inverse function theorem), and connectedness as the absence of a nontrivial clopen decomposition (Separation of a topological space, connected and disconnected spaces, clopen sets, and connected subsets, Homeomorphism, open map, closed map, embedding, and what it means for a property to be topological).
A continuous map is proper when is compact in for every compact subset of (Proper maps between Euclidean open sets).
A map with everywhere-invertible derivative maps every open subset of its domain to an open subset of (A map with everywhere-invertible derivative is open).
If is a compact subset of a metric space and is continuous into a metric space , then is compact in (The image of a compact metric space under a continuous map is compact, and so is the image of any compact subset).
A closed subset of a compact metric space is compact (A closed subset of a compact metric space is compact).
Proof
The map is closed. Indeed, let be closed and let lie in the closure of . Choose a compact closed target ball about contained in . By [L1], is compact; is compact by [L4], and its image is compact by [L3], hence closed in . Every sufficiently small neighbourhood of meets that image, so .
By [L2], is open, and by step 1.1 it is closed. It is nonempty, so connectedness of gives . For , [L1] makes compact. Local injectivity makes this fibre discrete, and its cover by neighbourhoods meeting the fibre in one point has a finite subcover; hence the fibre is nonempty and finite.
Write . Choose pairwise disjoint open local-inverse neighbourhoods of the , with open images . The closed set has closed image by step 1.1 and that image omits . Therefore is an open neighbourhood of . Its preimage is the disjoint union of , and each restriction is a diffeomorphism onto .
Remarks
The neighbourhood property just proved is the one named by Covering maps, evenly covered neighbourhoods, fibres, sheets, and trivial coverings ↗. The simply-connected one-sheet consequence is A connected covering of a locally path-connected simply connected space is one-sheeted and trivial ↗. Neither later result is used above.
A proper Euclidean local diffeomorphism over a connected target has constant finite fibre cardinality
Statement
Under the hypotheses of A proper Euclidean local diffeomorphism has finite diffeomorphic sheets near every target point, there is a positive natural number such that every fibre of is equinumerous with a set of size (Equinumerous sets, and ).
Facts & Assumptions
Given: A proper regular map with nonempty source and connected target (Separation of a topological space, connected and disconnected spaces, clopen sets, and connected subsets).
Every has an open neighbourhood whose preimage is a finite disjoint union of open sets, each carried -diffeomorphically onto that neighbourhood by (A proper Euclidean local diffeomorphism has finite diffeomorphic sheets near every target point).
Proof
Over a neighbourhood supplied by [L1], every fibre meets each sheet exactly once. Sending a fibre point to its unique sheet gives a bijection from every fibre there to the same nonempty finite sheet index set. Thus fibre cardinality is locally constant.
For each positive natural , let be the set of target points with fibre cardinality . Step 1.1 makes every open, and the form a disjoint cover of . If two were nonempty, one and the union of all the others would disconnect . Hence exactly one is nonempty, and it is all of .
Local orientation of a regular Euclidean map
Definition
Let , let be open, and let be . At a regular point, the derivative matrix is invertible (The regular locus of a square-dimensional map, A square matrix is invertible exactly when its multiplication map is a linear isomorphism; matrices preserve inverses of linear isomorphisms), so its determinant is a nonzero real number (An invertible square matrix over a commutative ring has unit determinant, Ordered field).
A regular map is locally orientation-preserving where and locally orientation-reversing where . These are the two possible signs of the Jacobian determinant The Jacobian determinant of a square-dimensional map is the determinant of its Jacobian matrix at a regular point.
The Jacobian sign of a regular map is constant on a connected domain
Statement
Let , let be nonempty, open, and connected, and let be with invertible derivative everywhere. Then either for every or for every . Thus has one local orientation throughout (Local orientation of a regular Euclidean map).
Facts & Assumptions
Given: The hypotheses in the Statement. A map has continuous derivative-matrix entries (Continuously differentiable maps, local inverses, and local diffeomorphisms), and connected subsets of the real line are order-convex (The connected subspaces of with its usual topology are exactly the order-convex subsets, the published characterisation transported by the identification of the two descriptions of "open in ").
The function is evaluation of a polynomial in the matrix entries (For every fixed finite size at least one, the determinant of a real square matrix is a polynomial in its matrix entries).
The continuous image of a connected subset is connected (A continuous image of a connected space is connected, and connectedness is a topological property).
Proof
The entries of are continuous, and [L1] expresses as a polynomial in them. Hence the Jacobian determinant is continuous on .
By [L2], its image is a connected subset of . Regularity excludes zero. If the image contained both a negative and a positive value, order-convexity would force it to contain zero, a contradiction. Nonemptiness therefore leaves exactly one sign throughout .
A differentiable map on a connected open Euclidean set has zero derivative exactly when it is constant
Statement
Let , let be nonempty, open, and connected, and let be totally differentiable at every point (The total (Fréchet) derivative as the linear first-order approximation with remainder, Vector-valued functions , their limits and continuity, with the dictionary to the metric notions). Then on if and only if is constant on .
Facts & Assumptions
Given: The map and domain in the Statement, with polygonal paths interpreted by Polygonal paths and polygonally connected subsets of .
Let be open. Then is connected if and only if it is path-connected, if and only if it is polygonally connected (For an open subset of , connectedness, path-connectedness and polygonal connectedness are equivalent).
If is totally differentiable at and is totally differentiable at , then is totally differentiable at and (The chain rule for total derivatives: ).
A differentiable real function whose derivative is zero throughout an interval is constant on that interval (A function continuous on an interval whose derivative vanishes at every interior point of is constant on ; consequently two such functions with the same derivative differ by a constant).
Proof
For the implication from constancy to zero derivative, a constant map has increment zero for every displacement. The zero linear map therefore leaves an identically zero remainder, so at every .
For the implication from zero derivative to constancy, fix . By [L1], a finite polygonal path in joins them. On each affine segment, [L2] makes every scalar component of the composite differentiable with derivative zero; [L3] makes that composite constant on the segment. The endpoint values agree successively along the finite path, so . Since were arbitrary, is constant.
5 · Examples, counterexamples and false statements
None yet.
Sources
- J. Lebl, Basic Analysis II, §§8.5–8.6
- University of Toronto MAT237, §3.3
- J. Lebl, Basic Analysis II, Remark 8.5.8
- J. Lebl, Basic Analysis II, §8.5
- J. Lebl, Basic Analysis II, Corollary 8.5.2
- J. Lebl, Basic Analysis II, Theorem 8.5.6 and Remark 8.5.8
- J. M. Lee, Introduction to Smooth Manifolds, Proposition 2.19
- S. Cañez, Northwestern Math 320-2 lecture notes