Proof of Taylor's theorem in several variables by restriction to a line
Builds on C^k function characterised by continuous derivativesHigher partial derivativesMulti-index notationContinuous partial derivatives imply differentiabilityChain rule for a composition with a curveSchwarz's theorem for C^2 functionsMultinomial coefficientTaylor's theorem with the integral remainderContinuity in R^nMonotonicity of the integralLinearity of the integral
Proof
We restrict to the line through in the direction and use the one-variable Taylor theorem.
- Let , , and be as in the statement. For with , let . We must show the two claims about .
- Fix and let . This set is open, since it is the preimage of the open set under the continuous map . On define .
- Let be a partial derivative of of order . The first partial derivatives of are partial derivatives of of order . By the definition of class C^k, they exist and are continuous on .
- So is differentiable on . Each point of lies in an open interval contained in . On such an interval, the chain rule for a curve applies. So is differentiable on with derivative .
- Claim: for , the derivative exists on and , where each index runs from to . For this is the definition of .
- If the claim holds for some , apply step 4 to each term . This gives the claim for . By induction the claim holds for all . Each is continuous, since the partial derivatives are continuous.
- Let and let be a sequence of indices. Any rearrangement of this sequence is reached by finitely many swaps of two adjacent entries.
- Swapping and does not change the partial derivative. Indeed, is of class , since . By Schwarz's theorem, , and applying the remaining partial derivatives keeps this equality.
- For the sequence let be the number of with . Then . By steps 7 and 8, , in the multi-index notation of the statement. Also .
- For a fixed with , the number of sequences that give is the multinomial coefficient .
- Steps 5, 9 and 10 give, for and :
- In particular . So whenever .
- We now prove the limit. Since is open, choose with . Let . Then for , so .
- By step 6, exists and is continuous on . Apply Taylor's theorem with the integral remainder to on , with order :
- We have . So, by linearity of the integral, steps 12 and 14 give
- Each , so when . Let . Then step 11 gives, for ,
- Let . There are finitely many with , and each is continuous at . So there is with and for all such and all with .
- Let . Then for . By steps 15 to 17 and monotonicity of the integral, .
- Since was arbitrary and does not depend on , this shows as .
- Now let be of class , and let the segment from to lie in . Then .
- Steps 3 to 11 hold with in place of . So exists and is continuous on , and it is given by step 11 with .
- Taylor's theorem with the integral remainder, now with order , gives
- By step 12, the integral is . Insert step 11 with and use linearity of the integral. Since , this gives
Idea
Along the line , the function becomes a function of one variable. The chain rule writes the -th derivative of with the partial derivatives of of order . Schwarz's theorem groups equal terms, and the multinomial coefficients turn into . The one-variable Taylor theorem then gives both the expansion and the remainder.
Reading path
To understand this page from the ground up, read these 397 pages in order. The foundations come first. The path takes the proofs Proof that Darboux and Riemann integrals agree, Proof of integration by parts, Proof of the limit of a sum of sequences, Proof of Rolle's theorem, Proof of the derivative of a map into R^n by components, Proof of the approximation property of the supremum, Proof that every sequence has a monotone subsequence, by peaks, Proof that open sets are the sets that are neighbourhoods of all their points, Proof of the commutativity of addition by induction, Proof of the Lebesgue number lemma by a finite cover of balls, Proof of the epsilon-delta form of continuity, Proof of the power rule by induction, Proof of the triangle inequality for norms, Proof that a complex number times its conjugate is the square of its modulus, Proof of the Cauchy–Schwarz inequality, Proof of the Heine–Borel theorem by sequential compactness, Proof that there is a natural number n with 1/n below any positive epsilon, Proof of the chain rule in several variables, Proof of the chain rule with an auxiliary difference quotient, Proof of the derivative as a little-o approximation, Proof of the equality of complex numbers, Proof that continuous functions on a closed bounded interval are uniformly continuous, Proof that a linear map between normed spaces is continuous if and only if it is bounded, Proof that a function is bijective iff it has a two-sided inverse, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of continuity via closed sets, Proof of the double negation law by a truth table, Proof of the extreme value theorem by the Bolzano–Weierstrass theorem, Proof that compact subsets of a metric space are bounded, Proof that compactness and sequential compactness agree in metric spaces, Proof that subsequences of a convergent sequence converge to the same limit, Proof of the uniqueness of limits, Proof that the coordinate map is a linear isomorphism, Proof of strong induction from ordinary induction, Proof that linear maps on finite-dimensional normed spaces are continuous, Proof of the limit of a product of sequences, Proof of the linearity of the derivative, Proof that the absolute value is multiplicative, Proof of the squeeze theorem for sequences, Proof of the derivative of a continuous linear map, Proof of the existence of square roots of nonnegative reals, Proof of the chain rule for a composition with a curve, Proof of the linearity of differentiation, Proof of the mean value theorem for integrals, Proof that a continuous image of a compact set is compact, Proof that compact subsets of a Hausdorff space are closed, Proof that the composition of continuous maps is continuous, Proof of epsilon-delta continuity at a point in metric spaces, Proof of Riemann's criterion for integrability, Proof of the sequential characterization of limits, Proof of Taylor's theorem with the integral remainder by the fundamental theorem of calculus, Proof of the description of the open sets of a metric space, Proof of the triangle inequality for real numbers, Proof of the epsilon-N definition of the limit of a sequence, Proof of the first fundamental theorem of calculus, Proof of Schwarz's theorem for C^2 functions by the mean value theorem, Proof that compactness of a subset can be tested with open sets of the ambient space, Proof of the existence of the infimum by negation, Proof of the equivalence of norms in finite dimension by compactness of the unit sphere, Proof that every spanning set contains a basis, by Zorn's lemma, Proof of Fermat's theorem on stationary points, Proof that limits preserve non-strict inequalities, Proof that closed sets contain their limits, Proof of the linearity of the integral, Proof of Zorn's lemma, Proof that metric spaces are Hausdorff, Proof that the derivative gives the directional derivatives, Proof of the second fundamental theorem of calculus, Proof of the intermediate value theorem by the supremum, Proof that differentiable functions are continuous, Proof of the sequence characterisation of uniform continuity, Proof of the epsilon-delta form of the limit of a function, Proof of the well-ordering principle from strong induction, Proof of the Bolzano–Weierstrass theorem by a monotone subsequence, Proof of the Archimedean property in an Archimedean ordered field, Proof that a continuous real function on a compact set attains its bounds, Proof of the derivative of a map into a product, Proof that a composition of continuous functions is continuous, Proof of the additivity of the integral over intervals, Proof that a decreasing sequence bounded below converges, Proof that the reals are Archimedean from the completeness axiom, Proof that convergent sequences are bounded, Proof of the product rule, Proof of the monotone convergence theorem for sequences, Proof that continuity is equivalent to sequential continuity, Proof of the symmetry of second derivatives by a second difference, Proof that open balls are open, Proof of the monotonicity of the integral, Proof of the boundedness theorem by Bolzano–Weierstrass, Proof that Lipschitz maps are uniformly continuous, Proof that C^k functions are characterised by continuous derivatives, Proof that continuous partial derivatives imply differentiability, Proof that a set is open if and only if its complement is closed, Proof of the fundamental theorem of calculus, Proof of the mean value theorem from Rolle's theorem, Proof that sums and products of continuous functions are continuous, Proof of continuity via open sets in metric spaces, Proof that continuous functions are Riemann integrable, Proof of the mean value inequality, Proof of the constant multiple rule.
- Basis concept
- Complex numbers object
- Complex numbers as pairs of reals concept
- Construction of the reals from Cauchy sequences concept
- Coordinate space object
- Coordinate vector concept
- Definition by recursion concept
- Element definition
- Euclidean metric example
- Euclidean space object
- Extended real number line object
- Function concept
- Function composition concept
- Imaginary unit object
- Inner product concept
- Inner product space concept
- Integers object
- Limit point of a set definition
- Linear isomorphism concept
- Linear map concept
- Local maximum definition
- Mathematical induction concept
- Multinomial coefficient definition
- Natural numbers object
- Norm concept
- Norm induced by an inner product concept
- Ordered field definition
- Partition of an interval definition
- Peano axioms concept
- Proof of Zorn's lemma proof
- Proposition concept
- Rational numbers object
- Real numbers object
- Sequence definition
- Set bounded above definition
- Vector space definition
- p-metric on R^n example
- Real and imaginary parts definition
- Set definition
- Fréchet derivative definition
- Having a directional derivative definition
- Total derivative concept
- Function of several variables concept
- Vector-valued function concept
- Ring of integers statement
- Limit of a function definition
- Local minimum definition
- Successor function definition
- Archimedean ordered field definition
- Mesh of a partition definition
- Refinement of a partition definition
- Riemann sum definition
- Conjunction definition
- Disjunction definition
- Implication definition
- Negation definition
- Predicate definition
- The reals form a field statement
- Real sequence definition
- Subsequence definition
- Infimum definition
- Supremum definition
- Inner product definition
- Linear combination definition
- Linear map definition
- Linear subspace definition
- Norm definition
- p-norm on R^n example
- Complex conjugate definition
- Empty set object
- Family of sets definition
- Ordered pair definition
- Differentiable function of several variables concept
- Partial derivative concept
- Limit of a function of several variables concept
- Parametrised curve concept
- Intersection definition
- Continuity at a point definition
- Derivative definition
- One-sided limit definition
- Union definition
- Addition of natural numbers definition
- Riemann integrable function definition
- Proof of the derivative of a continuous linear map proof
- Biconditional definition
- Truth table concept
- Modus ponens concept
- Proof of the Archimedean property in an Archimedean ordered field proof
- Existential quantifier definition
- The rationals form a field statement
- The successor function is injective statement
- Universal quantifier definition
- Zero is not a successor statement
- Bounded sequence definition
- Limit of a sequence definition
- Monotone sequence definition
- Inner product space definition
- Linear independence definition
- Composition of linear maps definition
- Linear isomorphism definition
- Linear span definition
- Multilinear map definition
- Normed vector space definition
- Completeness axiom statement
- Cartesian product definition
- Proof of the equality of complex numbers proof
- Gradient concept
- Jacobian matrix concept
- Partial derivative definition
- Continuity in R^n definition
- Differentiable function of several variables definition
- Derivative of a continuous linear map statement
- Continuous function definition
- Antiderivative definition
- Differentiable function definition
- One-sided derivative definition
- Union of a family of sets definition
- Subset definition
- Riemann integral definition
- Proof of the commutativity of addition by induction proof
- Archimedean property statement
- Mathematical proof concept
- Order on the natural numbers definition
- Proof of the derivative as a little-o approximation proof
- Propositional logic concept
- Uniqueness quantifier definition
- The rationals form an ordered field statement
- Convergent sequence definition
- Sequential continuity definition
- Upper and lower Darboux sums definition
- Norm induced by an inner product definition
- Spanning set definition
- Equality of complex numbers statement
- Higher partial derivatives definition
- Differentiable on an open set definition
- Binary relation definition
- Universal set definition
- Proof of the derivative of a map into R^n by components proof
- Proof that a composition of continuous functions is continuous proof
- Topological space definition
- Derivative function definition
- Derivative as a little-o approximation statement
- Order on the reals definition
- Definite integral definition
- Commutativity of addition statement
- Proof of strong induction from ordinary induction proof
- Tautology definition
- Upper and lower Darboux integrals definition
- Finite-dimensional vector space definition
- Basis definition
- Multi-index notation concept
- Iterated derivative definition
- Antisymmetric relation definition
- Reflexive relation definition
- Transitive relation definition
- Sequential compactness definition
- Complement definition
- Higher derivative definition
- Subspace topology definition
- Interval definition
- Function definition
- Logical equivalence definition
- Coordinate vector definition
- Strong induction statement
- Preorder definition
- Taylor polynomial definition
- Continuously differentiable function definition
- Proof of the epsilon-delta form of the limit of a function proof
- Proof of the epsilon-delta form of continuity proof
- Codomain definition
- Function composition definition
- Identity function definition
- Injective function definition
- Choice function definition
- Image of a set definition
- Preimage of a set definition
- Metric space definition
- Proof of the well-ordering principle from strong induction proof
- Proof of the double negation law by a truth table proof
- Partial order definition
- Epsilon-delta definition of a limit statement
- Epsilon-delta definition of continuity statement
- Left inverse definition
- Right inverse definition
- Surjective function definition
- Axiom of choice statement
- Closed ball definition
- Convergence of a sequence in a metric space definition
- Lipschitz map definition
- Open ball definition
- Triangle inequality for a metric statement
- Double negation law statement
- Diameter of a set definition
- Well-ordering principle statement
- Maximal element definition
- Total order definition
- Upper bound definition
- Uniform continuity definition
- Composition of continuous functions is continuous statement
- Bijective function definition
- Bounded set definition
- Metric topology definition
- Proof by contradiction concept
- Proof that every sequence has a monotone subsequence, by peaks proof
- Chain definition
- Uniform continuity on a set definition
- Proof that a function is bijective iff it has a two-sided inverse proof
- Open set definition
- Proof that the reals form an ordered field, with the Cauchy sequence construction proof
- Every sequence has a monotone subsequence statement
- Bijective iff it has a two-sided inverse statement
- Hausdorff space definition
- Closed set definition
- Proof that the derivative gives the directional derivatives proof
- Continuous map of topological spaces definition
- Equivalent metrics definition
- Proof that open sets are the sets that are neighbourhoods of all their points proof
- Zorn's lemma statement
- Open cover definition
- Proof of the description of the open sets of a metric space proof
- The reals form an ordered field statement
- Derivative gives the directional derivatives statement
- Proof that a set is open if and only if its complement is closed proof
- Equivalent norms definition
- Proof that the composition of continuous maps is continuous proof
- Open sets characterised by neighbourhoods statement
- Proof that the coordinate map is a linear isomorphism proof
- Compact space definition
- Open sets of a metric space statement
- Absolute value definition
- Proof that every spanning set contains a basis, by Zorn's lemma proof
- Proof of the approximation property of the supremum proof
- Proof of the existence of the infimum by negation proof
- Proof of the existence of square roots of nonnegative reals proof
- Complement of an open set is closed statement
- Continuous linear map definition
- Composition of continuous maps is continuous statement
- Compact set definition
- Continuity at a point of a topological space definition
- Proof that closed sets contain their limits proof
- Proof of the triangle inequality for real numbers proof
- Proof that the absolute value is multiplicative proof
- Proof that open balls are open proof
- Isomorphism with the coordinate space statement
- Proof of the epsilon-N definition of the limit of a sequence proof
- Every spanning set contains a basis statement
- Approximation property of the supremum statement
- Existence of the infimum statement
- Existence of square roots of nonnegative reals statement
- Proof of continuity via closed sets proof
- Closed sets contain their limits statement
- Proof that compactness of a subset can be tested with open sets of the ambient space proof
- Triangle inequality statement
- Absolute value is multiplicative statement
- Open balls are open statement
- Square root definition
- Epsilon-N definition of the limit of a sequence statement
- Proof of the intermediate value theorem by the supremum proof
- Proof that the reals are Archimedean from the completeness axiom proof
- Modulus of a complex number definition
- Continuity via closed sets statement
- Proof of the limit of a sum of sequences proof
- Compactness via open covers statement
- Proof that differentiable functions are continuous proof
- Proof of the uniqueness of limits proof
- Proof of the squeeze theorem for sequences proof
- Proof of epsilon-delta continuity at a point in metric spaces proof
- Proof that limits preserve non-strict inequalities proof
- Proof that metric spaces are Hausdorff proof
- Intermediate value theorem statement
- Proof of continuity via open sets in metric spaces proof
- Proof of the Lebesgue number lemma by a finite cover of balls proof
- Proof of the linearity of the integral proof
- Proof that convergent sequences are bounded proof
- The reals are Archimedean statement
- Proof that subsequences of a convergent sequence converge to the same limit proof
- Proof of the monotone convergence theorem for sequences proof
- Proof that a complex number times its conjugate is the square of its modulus proof
- Proof that compact subsets of a Hausdorff space are closed proof
- Proof that a continuous image of a compact set is compact proof
- Epsilon-delta continuity in metric spaces statement
- Proof that compact subsets of a metric space are bounded proof
- Metric spaces are Hausdorff statement
- Differentiable functions are continuous statement
- Proof that compactness and sequential compactness agree in metric spaces proof
- Lebesgue number lemma statement
- Limit of a sum of sequences statement
- Proof of the sequence characterisation of uniform continuity proof
- Proof of the triangle inequality for norms proof
- Linearity of the integral statement
- Uniqueness of limits statement
- Limits preserve non-strict inequalities statement
- Proof of the monotonicity of the integral proof
- Squeeze theorem statement
- Proof that there is a natural number n with 1/n below any positive epsilon proof
- Convergent sequences are bounded statement
- Subsequences of a convergent sequence converge to the same limit statement
- Proof that Darboux and Riemann integrals agree proof
- Monotone convergence theorem for sequences statement
- A complex number times its conjugate statement
- Compact subsets of a Hausdorff space are closed statement
- Continuous image of a compact set is compact statement
- Compact subsets of a metric space are bounded statement
- Compactness and sequential compactness agree in metric spaces statement
- Continuity via open sets statement
- Proof of the limit of a product of sequences proof
- Epsilon-delta uniform continuity statement
- Monotonicity of the integral statement
- Darboux and Riemann integrals agree statement
- There is a natural number n with 1/n below any positive epsilon statement
- Triangle inequality for norms statement
- Proof that a decreasing sequence bounded below converges proof
- Proof that a linear map between normed spaces is continuous if and only if it is bounded proof
- Proof that Lipschitz maps are uniformly continuous proof
- Proof of the sequential characterization of limits proof
- Proof of the Cauchy–Schwarz inequality proof
- Proof that continuity is equivalent to sequential continuity proof
- Decreasing sequence bounded below converges statement
- Limit of a product of sequences statement
- Proof of Riemann's criterion for integrability proof
- Lipschitz maps are uniformly continuous statement
- Continuity is equivalent to sequential continuity statement
- Sequential characterization of limits statement
- Riemann's criterion for integrability statement
- Proof of the Bolzano–Weierstrass theorem by a monotone subsequence proof
- Cauchy–Schwarz inequality statement
- Bounded linear maps are continuous statement
- Proof of the chain rule with an auxiliary difference quotient proof
- Proof of the product rule proof
- Proof of the linearity of differentiation proof
- Proof that sums and products of continuous functions are continuous proof
- Bolzano–Weierstrass theorem statement
- Proof of the additivity of the integral over intervals proof
- Proof of the derivative of a map into a product proof
- Product of continuous functions is continuous statement
- Chain rule statement
- Proof of the linearity of the derivative proof
- Product rule statement
- Linearity of differentiation statement
- Proof of the Heine–Borel theorem by sequential compactness proof
- Proof that continuous functions on a closed bounded interval are uniformly continuous proof
- Operator norm definition
- Additivity of the integral over intervals statement
- Proof of the boundedness theorem by Bolzano–Weierstrass proof
- Derivative of a map into a product statement
- Linearity of the derivative statement
- Heine–Borel theorem statement
- Proof of the constant multiple rule proof
- Continuous functions on a closed bounded interval are uniformly continuous statement
- Proof of the power rule by induction proof
- Boundedness theorem statement
- Proof of the first fundamental theorem of calculus proof
- Derivative of a map into R^n by components statement
- Constant multiple rule statement
- Power rule statement
- Proof that a continuous real function on a compact set attains its bounds proof
- Proof of the extreme value theorem by the Bolzano–Weierstrass theorem proof
- Extreme value theorem statement
- Continuous real function on a compact set attains its bounds statement
- Proof of Fermat's theorem on stationary points proof
- Proof of the equivalence of norms in finite dimension by compactness of the unit sphere proof
- Proof that continuous functions are Riemann integrable proof
- Fermat's theorem on stationary points statement
- Continuous functions are Riemann integrable statement
- Equivalence of norms in finite dimension statement
- Proof of Rolle's theorem proof
- Rolle's theorem statement
- Proof that linear maps on finite-dimensional normed spaces are continuous proof
- Proof of the mean value theorem for integrals proof
- Linear maps on finite-dimensional spaces are continuous statement
- Proof of the mean value theorem from Rolle's theorem proof
- Mean value theorem for integrals statement
- Mean value theorem statement
- First fundamental theorem of calculus statement
- Proof of the chain rule in several variables proof
- Proof that continuous partial derivatives imply differentiability proof
- Chain rule in several variables statement
- Proof of the second fundamental theorem of calculus proof
- Continuous partial derivatives imply differentiability statement
- Proof of the chain rule for a composition with a curve proof
- Second fundamental theorem of calculus statement
- Proof of the fundamental theorem of calculus proof
- Chain rule for a composition with a curve statement
- Proof of integration by parts proof
- Proof that C^k functions are characterised by continuous derivatives proof
- C^k function characterised by continuous derivatives statement
- Integration by parts statement
- Fundamental theorem of calculus statement
- Proof of the mean value inequality proof
- Proof of Schwarz's theorem for C^2 functions by the mean value theorem proof
- Proof of Taylor's theorem with the integral remainder by the fundamental theorem of calculus proof
- Mean value inequality statement
- Taylor's theorem with the integral remainder statement
- Proof of the symmetry of second derivatives by a second difference proof
- Symmetry of second derivatives statement
- Schwarz's theorem for C^2 functions statement
- Proof of Taylor's theorem in several variables by restriction to a line proof
Where this leads
6 pages build on this one.
Further reading
- Web https://en.wikipedia.org/wiki/Taylor%27s_theorem, Derivation for the remainder of multivariate Taylor polynomials
About this page
| Tag | Q58E952DVF |
|---|---|
| URI | m2://Q58E952DVF |
| Kind | proof |
| Writing | W0 stub |
| MSC | 26B12 |
| Proves | Taylor's theorem in several variables |
| Uses | C^k function characterised by continuous derivatives, Higher partial derivatives, Multi-index notation, Continuous partial derivatives imply differentiability, Chain rule for a composition with a curve, Schwarz's theorem for C^2 functions, Multinomial coefficient, Taylor's theorem with the integral remainder, Continuity in R^n, Monotonicity of the integral, Linearity of the integral |
| Changed | 4 November 2026 |
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