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The Exponential Function: Examples and Counterexamples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Binary Operations, Monoids, Groups and Subgroups
- 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
- 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
- Linear Independence, Bases and Dimension
- Metric Spaces
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Order, Zorn's Lemma, and the Axiom of Choice
- Power Series and Real-Analytic Functions
- Properties of the Integral and the Working FTC
- Relations, Functions, and Quotients
- Roots, Rational Powers, and Classical Inequalities
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Suprema and Infima
- The Derivative and the Mean Value Theorems
- The Exponential Function
- The Riemann Integral: Definition and Integrability
- The ZFC Axioms and the Basic Set Constructions
- Topology of ℝ
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
The log-free product limit
Example
Define a sequence by Then . The separate value at avoids division by ; the finitely many remaining initial indices with nonpositive base do not affect the limit.
Facts & Assumptions
Given: The sequence defined above.
The product-limit theorem holds for every real input once (For every real , ).
Since , the addition and reciprocal formulas and the definition of negative integer powers give (The real exponential function and the number by a power series, The exponential addition formula , The exponential is positive and satisfies , Integer powers ).
A sequence and any one of its tails have the same limit (Convergence depends only on the tail).
Verification
For every , the base is positive and , so [L1] applies at and gives on that tail.
By [L3], the whole sequence has the same limit as the tail in step 1.1, and [L2] identifies that limit as .
The convergence is not uniform on
Statement refuted
The pointwise convergence is uniform on all of .
Facts & Assumptions
Given: .
Pointwise convergence is For every real , , while uniform convergence is Pointwise convergence, uniform convergence, and the uniformly Cauchy condition for sequences of real-valued functions.
Counterexample
At the moving point , , whereas .
Since , the difference is at least and in fact grows; therefore .
Hence the pointwise convergence is not uniform on .
The one-sided flat function is with identically zero Taylor series
Example
Define Then and for every , although for .
Facts & Assumptions
Given: The displayed function.
Exponential dominates every polynomial (The exponential dominates every fixed nonnegative integer power at ).
Exponential is smooth, with positive values (The exponential function is smooth and , A power-series sum is infinitely differentiable inside its radius and satisfies at its centre, The exponential is positive and satisfies ).
Products and composites are differentiable by Sums, scalar multiples, products and quotients: , , , and when and The chain rule, in one line from Carathéodory: if is differentiable at and is differentiable at , then is differentiable at with .
Verification
On , repeated product and chain rules give for a polynomial ; on , every derivative is .
If the formula holds at order , differentiating produces another polynomial times . By [L1], this tends to as .
The difference quotient for the -th derivative at is again a polynomial in times , so it tends to . Induction therefore extends every derivative continuously across , with value .
A nonzero smooth compactly supported bump
Example
Let be The one-sided flat function is with identically zero Taylor series and define . Then is smooth, positive on , and zero outside ; its support is .
Facts & Assumptions
Given: The displayed composite.
is smooth and flat at (The one-sided flat function is with identically zero Taylor series).
Products and composites preserve smoothness (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: , , , and when , A power-series sum is infinitely differentiable inside its radius and satisfies at its centre).
Closure, boundary, and interior are Interior, closure, boundary, limit point, isolated point and dense subset of a metric space.
Verification
On , , so ; on , , so .
Away from , smoothness follows from [L2]. At , every one-sided derivative from inside is a finite sum of derivatives of at , all zero by [L1], matching the zero function outside.
Thus is smooth and its nonzero set is , whose closure is ; this is its support.
A discontinuous positive solution of
Statement refuted
Every positive satisfying is continuous and equals an ordinary exponential.
Facts & Assumptions
Given: An irrational real , so is linearly independent over , and the Axiom of Choice.
Every independent set extends to a basis (Zorn's lemma gives a basis between any linearly independent set and any spanning set containing it: if with independent and , there is a basis of with , Vector space over a field, The Axiom of Choice).
A -linear map is additive (Cauchy's functional equation , and the additive functions ).
The ordinary exponential is positive, injective, and multiplicative (The exponential is positive and satisfies , The exponential function is strictly increasing, The exponential addition formula ).
Counterexample
Extend to a Hamel basis. Define the -linear map by , , and on the remaining chosen basis elements. Then is additive but not the identity.
Put . Positivity and additivity give , and .
If were continuous, Regular normalized multiplicative Cauchy equations characterize the exponential would give ; injectivity of would then give , contradicting .
Thus is a discontinuous positive multiplicative solution. The construction uses Choice exactly in the basis extension.
The exponential is not uniformly continuous on
Statement refuted
The exponential function is uniformly continuous on .
Facts & Assumptions
Given: .
Uniform continuity is Uniform continuity of : one serving every pair of points of .
The exponential is strictly increasing (The exponential function is strictly increasing), the mean value theorem is The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with , and exponential dominates polynomials (The exponential dominates every fixed nonnegative integer power at ).
The reciprocal sequence tends to when started at (For every in a complete ordered field there is a natural with ).
Counterexample
For , let and . Then .
By the mean value theorem, for some . Since exponential is increasing, this is at least , which tends to by [L2].
Thus arbitrarily close pairs have image distances bounded away from , contradicting the uniform-continuity condition [L1].
Remarks
On every compact interval, is uniformly continuous by Heine-Cantor in : a continuous real function on a compact subset of is uniformly continuous, proved -natively from sequential compactness; the failure is global.
Sources
Standard references
Recommended treatments; not extraction sources.
- MIT OpenCourseWare 18.100B Real Analysis, Spring 2025 full lecture notes
- J. Lebl, Basic Analysis, Analytic Functions
- MIT 18.102, Chapter 4 notes
- S. Dyatlov, MIT 18.155 lecture notes
- S. G. Johnson, Exponential Functions
- E. Gselmann, habilitation thesis on functional equations
- UTSA Mathematics Research Wiki, Uniform Continuity