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Darboux, L'Hôpital, and Taylor's Theorem
1 · Prerequisites
- 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
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Relations, Functions, and Quotients
- Roots, Rational Powers, and Classical Inequalities
- Sequences and Limits
- Suprema and Infima
- The Derivative and the Mean Value Theorems
- The ZFC Axioms and the Basic Set Constructions
- Topology of ℝ
2 · Summary
The derivative and mean value theorems supply Rolle's theorem, Cauchy's mean value theorem, and the algebra of derivatives. Finite counting supplies binomial coefficients and Pascal's rule. Together these prerequisites support repeated differentiation, quotient comparisons, and finite Taylor polynomials without presupposing power-series theory.
Higher derivatives and smoothness lead to the general Leibniz rule and higher-order Rolle arguments. Darboux's theorem then controls the intermediate values of derivatives, while the two L'Hôpital theorems treat the zero-over-zero and infinity-over-infinity forms. Taylor polynomials culminate in the Schlömilch-Roche, Lagrange, Cauchy, and Peano remainders, followed by remainder bounds and derivative tests for local extrema.
3 · Logical flowchart
4 · Definitions, theorems and proofs
Higher derivatives and the classes and
Definition
Let be an interval and . Put . Recursively, wherever is differentiable, put , with derivatives at endpoints understood in the one-sided sense fixed by The derivative of at a point that is a limit point of , and differentiability on a set and The left and right limits of at , as limits of the restrictions of to and .
For , the function is -times differentiable on if exists on for every . It is of class on if these derivatives exist and every , , is continuous on (Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point). It is smooth, or , if it is for every .
Since (The natural numbers (von Neumann)), means continuity. The definitions also give . Existence of alone does not assert that is continuous.
The general Leibniz rule for the -th derivative of a product
Statement
If and are -times differentiable on an interval , then
Facts & Assumptions
Given: and functions with all derivatives through order .
Products satisfy (Sums, scalar multiples, products and quotients: , , , and when ).
Pascal's rule says , with the boundary values from The set of -element subsets and the binomial coefficient (Pascal's rule , and the hockey-stick identity ).
Finite sums split and reindex as stated in Finite sums and finite products, by recursion and Laws of finite sums and finite products, and the canonical embedding preserves natural addition (The canonical natural of a field, Canonical naturals are positive and strictly increasing).
Proof
For , the displayed sum is .
Assume the formula holds at an index , and assume have derivatives through order .
Differentiating the finite sum gives .
Shift in the first sum, retain in the second, and combine the two interior coefficients by Pascal's rule; the two boundary coefficients are . The result is .
Thus the formula holds for every .
Higher-order Rolle theorem
Statement
Let with , let , and let be continuous on and -times differentiable on . If for every , then some satisfies .
Facts & Assumptions
Given: The ordered zeros and the stated regularity.
Rolle's theorem produces a zero of between two zeros of a continuous, interior-differentiable function (Rolle's theorem: if , is continuous on , differentiable at every point of , and , then for some ).
Differentiability at a point implies continuity there (A function differentiable at is continuous at ), and induction applies to natural numbers (The principle of mathematical induction).
Proof
For , Rolle's theorem on gives with .
For , apply Rolle on each to obtain with , so .
The function is continuous on , because those points lie in and the existence of gives continuity there; it is -times differentiable on . Apply the induction hypothesis of order to and the ordered zeros . This gives with .
The claim follows for every .
Darboux's theorem: every derivative has the intermediate-value property
Statement
If is an interval and is differentiable, then has the intermediate value property (The intermediate value property (Darboux property) of a function on an interval: the image of every subinterval is order-convex).
Facts & Assumptions
Given: in and a real between and .
Differentiability implies continuity; the closed bounded interval is compact; and a continuous real function on a nonempty compact set attains its extrema (A function differentiable at is continuous at , Heine-Borel by bisection: every closed bounded interval is compact, Extreme value theorem: a continuous real function on a nonempty compact subset of attains a greatest and a least value).
An interior extremum of a differentiable function has derivative (Fermat's interior extremum theorem: if has a local extremum at a point interior to its domain and is differentiable at , then ).
Derivatives obey the algebra rules, and the derivative of is (Sums, scalar multiples, products and quotients: , , , and when , For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term).
Proof
If or , choose that endpoint.
Suppose , and define on . Then .
If instead , apply the preceding argument to , obtaining an interior extremum of .
For sufficiently small positive , the derivative inequalities give and . Hence a minimum of on occurs at an interior point .
In either strict-order case, Fermat gives , hence . Together with the endpoint case, every intermediate value is attained.
A derivative has neither a removable discontinuity nor a jump discontinuity
Statement
A derivative has neither a removable discontinuity nor a jump discontinuity. Any discontinuity of a derivative is therefore essential in the classification of Discontinuity of at a point of its domain, and its classification: removable discontinuity, jump discontinuity and essential discontinuity, equivalently Rudin's discontinuities of the first and of the second kind.
Facts & Assumptions
Given: on an interval and a discontinuity point .
The derivative has the intermediate value property (Darboux's theorem: every derivative has the intermediate-value property).
At a removable discontinuity both finite one-sided limits agree, while at a jump they are finite and unequal (Discontinuity of at a point of its domain, and its classification: removable discontinuity, jump discontinuity and essential discontinuity, equivalently Rudin's discontinuities of the first and of the second kind, The left and right limits of at , as limits of the restrictions of to and ).
Proof
Assume is removable. Choose a value strictly between the common punctured limit and . On a sufficiently small punctured neighbourhood all values of lie on the limit side of that value, while the endpoint value lies on the other side, contradicting the intermediate value property on a segment ending at .
Assume is a jump. The open interval between the unequal one-sided limits contains a value different from ; choose such a value. Sufficiently close points on the two sides have values on opposite sides of the chosen value, while neither punctured side nor the point takes it, again contradicting the intermediate value property.
Thus neither kind of discontinuity can occur.
An injective Darboux function on an interval is strictly monotone
Statement
An injective function on an interval with the intermediate value property is strictly monotone.
Facts & Assumptions
Given: An injective Darboux function on an interval .
The pointwise Darboux property in The intermediate value property (Darboux property) of a function on an interval: the image of every subinterval is order-convex attains every value between and on .
Strict monotonicity has the order formulations in Nondecreasing, increasing (strictly increasing), nonincreasing, decreasing, monotone and strictly monotone real functions on a subset of , with the dictionary to monotone sequences.
Proof
For any in , must lie strictly between and . Indeed, if it lies above both, a value strictly between and is attained once in and once in , contradicting injectivity; the case below both is analogous.
Fix . If , step 1.1 forces for every in ; inserting points between or beyond proves all possible placements. If , the symmetric argument gives strict decrease.
Injectivity excludes equality, so one of the two alternatives holds and is strictly monotone.
An injective or monotone derivative on an interval is continuous
Statement
Let be differentiable on an interval. If is injective, or if is monotone, then is continuous.
Facts & Assumptions
Given: The derivative and one of the two stated hypotheses.
Every derivative has the intermediate value property (Darboux's theorem: every derivative has the intermediate-value property).
An injective Darboux function is strictly monotone (An injective Darboux function on an interval is strictly monotone).
A nondecreasing function on an interval whose image is an interval is continuous (A function on an interval satisfying whenever , whose image is order-convex, is continuous); the increasing, decreasing, nondecreasing, and nonincreasing alternatives are those of Nondecreasing, increasing (strictly increasing), nonincreasing, decreasing, monotone and strictly monotone real functions on a subset of , with the dictionary to monotone sequences.
Proof
If is injective, [L1] and [L2] make it strictly monotone. If it is increasing, [L1] and [L3] make it continuous; if it is decreasing, apply [L3] to , whose interval images are the negatives of the interval images of .
If is nondecreasing, [L1] and [L3] make it continuous. If it is nonincreasing, the same argument applied to gives continuity.
These are the two stated alternatives.
Cauchy's mean-value theorem in quotient form when the denominator derivative is nonzero
Statement
Let . If are continuous on , differentiable on , and throughout , then and there is such that
Facts & Assumptions
Given: The functions and hypotheses in the statement.
Cauchy's mean value theorem gives for some (Cauchy's mean value theorem: for continuous on with and differentiable on there is with ; no hypothesis on is needed in this product form).
Rolle's theorem says equal endpoint values force an interior zero of the derivative (Rolle's theorem: if , is continuous on , differentiable at every point of , and , then for some ).
Proof
If , Rolle gives with , contrary to the hypothesis. Hence .
Cauchy's theorem supplies with the cross-product identity in [L1].
Divide that identity by the two nonzero factors and to obtain the quotient formula.
L'Hôpital's rule for the form at finite or infinite, one-sided endpoints
Statement
Let and let be differentiable on a deleted one-sided or two-sided neighbourhood of , with there. Suppose , as in the chosen mode. If , then in the same mode. The analogous statement at or follows after the substitution , wherever the transformed functions are defined.
Facts & Assumptions
Given: The hypotheses and one fixed approach mode.
Differentiability implies continuity, and the Cauchy quotient lemma gives a point between two arguments at which a secant quotient equals a derivative quotient (A function differentiable at is continuous at , Cauchy's mean-value theorem in quotient form when the denominator derivative is nonzero).
Finite and infinite function limits have the quantified meanings in The - limit of at a limit point of , The left and right limits of at , as limits of the restrictions of to and , Limits at and , and infinite limits at a point, and The extended real line , its order, and the arithmetic that is left undefined.
Composition with is licensed by the chain rule, and ordinary finite limits obey their algebra laws (The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with , Sums, scalar multiples, products and quotients of function limits, the quotient under the hypothesis that the denominator limit is nonzero, Sums, scalar multiples, products and quotients: , , , and when ).
Proof
Extend to by . Their continuity at follows from the assumed zero limits, while differentiability gives continuity at every other point of the segment. For sufficiently close, the quotient lemma on the segment with endpoints gives , where lies strictly between and .
As in the chosen mode, in that mode. Applying the defining finite or infinite limit inequality to the derivative quotient therefore gives .
At infinity, put , . Then , since the common factor cancels. Apply steps 1.1 and 2.1 as or , and translate back.
L'Hôpital's rule for the form at finite or infinite, one-sided endpoints
Statement
Let be differentiable on a one-sided neighbourhood of , or on a tail at or , with . Suppose and in the selected mode, with each numerator and denominator eventually of fixed sign. If , then .
Facts & Assumptions
Given: The stated hypotheses in one fixed approach mode.
Differentiability implies continuity, and the Cauchy quotient lemma compares increments of and with a derivative quotient at an intermediate point (A function differentiable at is continuous at , Cauchy's mean-value theorem in quotient form when the denominator derivative is nonzero).
The relevant finite and infinite limits are exactly those of The - limit of at a limit point of , The left and right limits of at , as limits of the restrictions of to and , Limits at and , and infinite limits at a point, and The extended real line , its order, and the arithmetic that is left undefined.
Proof
Fix a base point inside the domain. For variable farther toward the limiting end, [L1] gives , where lies between and .
First choose sufficiently far toward the end that the derivative quotient is as close to as required throughout the remaining tail. Then the quotient of increments has the same bound for every later .
Since , ; since the increment quotient is bounded in the finite- case, the identity gives the finite conclusion. For , choose the derivative-quotient lower or upper bound first and then make the two fixed-base terms negligible, obtaining the defining arbitrary bound.
Thus the quotient has limit in every stated mode.
Taylor polynomials and their remainders
Definition
Let , let have derivatives through order at , and let be the canonical embedding. The Taylor polynomial of degree at most about is The Taylor remainder is .
The factorials are natural numbers as in The factorial and the falling factorial , defined by recursion in and enter real arithmetic only through (The canonical natural of a field); they are nonzero (Canonical naturals are positive and strictly increasing). The sum and powers are those of Finite sums and finite products, by recursion, Laws of finite sums and finite products, and Integer powers . For , is the constant .
Taylor polynomials match the prescribed derivatives at the centre
Statement
For , Consequently , and and its derivatives through order vanish at .
Facts & Assumptions
Given: The Taylor polynomial of Taylor polynomials and their remainders.
Natural powers differentiate as in For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term; applying the chain rule to , whose derivative is , gives the same shifted-power formula; and finite sums differentiate termwise by The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with and Sums, scalar multiples, products and quotients: , , , and when .
Falling factorials cancel factorials according to The factorial and the falling factorial , defined by recursion in ; finite sums reindex by Laws of finite sums and finite products.
Proof
At the formula is the definition.
Assuming the formula at , differentiate termwise. The term indexed acquires , which cancels to ; the constant term disappears. This is the formula at .
At , only the term survives and equals . Subtraction from gives the remainder assertion.
The formula and both consequences hold through order .
Taylor's Schlömilch–Roche remainder formula
Statement
Let , let , and suppose has derivatives through order on , with the usual endpoint continuity. For every natural with , some satisfies The reflected formula holds when .
Facts & Assumptions
Given: as stated.
The Taylor polynomial and remainder are those of Taylor polynomials and their remainders, with coefficient identities from Taylor polynomials match the prescribed derivatives at the centre.
The Cauchy mean-value quotient form is Cauchy's mean-value theorem in quotient form when the denominator derivative is nonzero.
Finite-sum differentiation is licensed by Sums, scalar multiples, products and quotients: , , , and when , For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term, and Laws of finite sums and finite products.
If , then the canonical real is positive and nonzero (The canonical natural of a field, Canonical naturals are positive and strictly increasing).
Proof
Define and . Telescoping after differentiating the sum gives , while .
We have , , , and . Also on , because , , and .
Apply [L2] to . For some , .
Multiply by . If , interchange the interval endpoints; the same algebraic identity results.
The Lagrange and Cauchy forms of Taylor's remainder
Statement
Under the hypotheses of Taylor's Schlömilch–Roche remainder formula, there are points between and such that and
Facts & Assumptions
Given: The hypotheses of the Schlömilch-Roche theorem.
For each natural , the Schlömilch-Roche theorem gives a point strictly between and such that (Taylor's Schlömilch–Roche remainder formula).
Factorials and natural powers obey The factorial and the falling factorial , defined by recursion in and Integer powers , while the canonical embedding preserves products and positive naturals are nonzero (The canonical natural of a field, Canonical naturals are positive and strictly increasing).
Proof
Set in [L1]. Then and , giving the Lagrange form.
Set . Since , the formula becomes the Cauchy form.
These are the asserted special cases.
Peano's form: the normalized Taylor remainder tends to zero
Statement
Let . If there is a real such that is -times differentiable on the open interval , then Equivalently, in the usual little- shorthand, . For , the analogous assertion is the separate continuity condition at : for every , all domain points sufficiently near satisfy .
Facts & Assumptions
Given: The stated differentiability on the open neighbourhood of The -neighbourhood and the punctured -neighbourhood of a point of , or the separate continuity hypothesis when .
Taylor polynomials and their matching derivatives are Taylor polynomials and their remainders and Taylor polynomials match the prescribed derivatives at the centre.
The derivative quotient is The derivative of at a point that is a limit point of , and differentiability on a set, differentiability implies continuity (A function differentiable at is continuous at ), and continuity at has the stated quantified condition (Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point). The Cauchy quotient lemma is Cauchy's mean-value theorem in quotient form when the denominator derivative is nonzero, the shifted-power derivative follows from For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term and The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with , and finite limits are The - limit of at a limit point of and obey Sums, scalar multiples, products and quotients of function limits, the quotient under the hypothesis that the denominator limit is nonzero.
For , the canonical real is positive and hence nonzero (The canonical natural of a field, Canonical naturals are positive and strictly increasing).
Proof
Under the separate hypothesis, the quantified assertion is exactly the definition of continuity at .
For , the derivative definition gives This is the required base case.
Assume and the assertion through order . Put . Then , and .
By the induction hypothesis applied to , . Applying the Cauchy quotient lemma to and gives for a point between and .
Since , the right side tends to . This proves the Peano estimate without assuming continuity of .
A uniform derivative bound gives a uniform Taylor remainder bound
Statement
Let , and suppose has derivatives through order on the closed interval between and , with the usual endpoint continuity. If throughout that interval, then
Facts & Assumptions
Given: The stated regularity and derivative bound.
The Lagrange remainder formula is The Lagrange and Cauchy forms of Taylor's remainder.
Absolute value respects products and powers (Basic properties of the absolute value), and factorials are positive (The factorial and the falling factorial , defined by recursion in , Canonical naturals are positive and strictly increasing, The canonical natural of a field).
Proof
If , then , so the estimate is immediate. If , [L1] gives for some point strictly between and .
In the case , take absolute values in step 1.1, use , and divide by the positive factorial. Together with the case , this proves the estimate.
The second-derivative test for strict local extrema
Statement
Suppose and exists and is continuous near . If , then is a strict local minimum; if , then is a strict local maximum.
Facts & Assumptions
Given: The hypotheses at .
Continuity preserves a strict sign on a sufficiently small neighbourhood (Continuity of at a point of and on : the - condition, its agreement with at a limit point, and continuity at an isolated point).
A positive derivative gives strict increase and a negative derivative gives strict decrease (On an interval , for continuous on and differentiable at every interior point: throughout gives nondecreasing, gives increasing, and give the two decreasing forms; conversely a nondecreasing has and a nonincreasing has wherever it is differentiable, and no strict converse is claimed).
Proof
If , [L1] gives an interval about on which . Hence is strictly increasing there; since , to the left and to the right.
If , apply the preceding argument to ; this gives a strict local maximum.
Applying [L2] to , it decreases toward from the left and increases away from on the right, so is a strict local minimum.
The two stated sign cases are exhausted.
The first nonzero higher derivative classifies a stationary point
Statement
Let , and suppose there is a real such that is -times differentiable on the open interval . Suppose for , while . If is even, is a strict local minimum when and a strict local maximum when it is negative. If is odd, is not a local extremum and changes sign at .
Facts & Assumptions
Given: The derivative hypotheses on the open neighbourhood of The -neighbourhood and the punctured -neighbourhood of a point of .
Peano's formula is Peano's form: the normalized Taylor remainder tends to zero, with polynomial from Taylor polynomials and their remainders.
A function tending to a nonzero real keeps its sign nearby (If then on a punctured neighbourhood of ; in particular if then there); parity controls the sign of integer powers (Integer powers , Monotonicity of and of ).
The factorial is a nonzero natural, so its canonical real is positive (The factorial and the falling factorial , defined by recursion in , The canonical natural of a field, Canonical naturals are positive and strictly increasing).
Proof
Peano's formula gives , where . The parenthesized factor has the sign of near .
If is even, for , so the difference has one strict sign on both sides, giving the asserted minimum or maximum.
If is odd, has opposite signs on the two sides, so the difference changes sign and no local extremum occurs.
Every natural is even or odd, so the cases are exhaustive.
Scope, endpoint, factorial, and deferred-remainder conventions
Remarks
Higher derivatives are the recursive objects of Higher derivatives and the classes and . Darboux's theorem (Darboux's theorem: every derivative has the intermediate-value property) concerns every first derivative, without assuming that derivative continuous. The two L'Hôpital theorems, L'Hôpital's rule for the form at finite or infinite, one-sided endpoints and L'Hôpital's rule for the form at finite or infinite, one-sided endpoints, require their stated derivative and nonvanishing hypotheses and do not assert converses.
Endpoint derivatives and finite-endpoint limits are one-sided when the domain supplies only one side. Natural factorials and binomial coefficients (The factorial and the falling factorial , defined by recursion in , The set of -element subsets and the binomial coefficient ) enter real formulas through the canonical embedding of The canonical natural of a field. Darboux's property alone has no general continuity converse; the page's An injective or monotone derivative on an interval is continuous proves continuity under the stated injectivity or monotonicity hypotheses.
The Schlömilch-Roche formula (Taylor's Schlömilch–Roche remainder formula) assumes an -st derivative on an interval. Peano's formula (Peano's form: the normalized Taylor remainder tends to zero) assumes -fold differentiability on an open interval around the expansion point (The -neighbourhood and the punctured -neighbourhood of a point of ), but not continuity of the -th derivative. No integral remainder, Borel interpolation theorem, or assertion about Dini derivatives is made here.
5 · Examples, counterexamples and false statements
If , then the second derivative test still decides whether is an extremum
Statement
False claim: If , then the value of decides whether is a local minimum, a local maximum, or neither.
Facts & Assumptions
Given: The functions , , and at .
The second derivative test is silent when (The second-derivative test for strict local extrema).
The first nonzero derivative test classifies the three functions by their first nonzero derivatives (The first nonzero higher derivative classifies a stationary point).
Refutation
Direct differentiation gives and .
Yet with equality only at , so has a strict minimum; , so has a strict maximum; and changes sign, so has neither.
The identical second-derivative data lead to all three outcomes, refuting the claim.
Sources
Standard references
Recommended treatments; not extraction sources.
- J. Lebl, Basic Analysis I, Taylor's theorem and related calculus
- MIT OpenCourseWare 18.100B Real Analysis, Spring 2025 lecture notes
- UTSA Mathematics, Differentiation rules
- University of Chicago MATH 395 notes
- University of Florida note, Generalized Rolle's theorem
- J. Lebl, Basic Analysis I, Mean value theorem
- Colgate University MATH 323, Chapter 5 notes
- University of Pennsylvania, derivatives and discontinuities
- Peer-reviewed article on injective Darboux functions (DOI Serbia)
- J. Lebl, Basic Analysis I, Monotone functions
- UC Davis, L'Hopital's rule
- MathWorld, Schlömilch's remainder
- Taylor's theorem (Wikipedia): statement and Peano remainder
- Taylor's theorem (Wikipedia): Lagrange remainder and error estimate
- University of Minnesota MATH 5615, higher derivative test