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The Logarithm and General Powers
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
- Equivalent Forms of Completeness
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- 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
The exponential function is a continuous increasing bijection onto the positive reals. Its inverse, the natural logarithm, therefore inherits order and continuity; the exponential addition law becomes the logarithm's product, quotient, and reciprocal laws. Positive-base real powers are then defined by , reconciled with rational powers and with a rational-supremum construction, and differentiated directly.
The page develops the logarithmic power series, a square-summable infinite-product criterion, logarithmic growth, real-exponent -series, and a two-point exponential inequality. These yield weighted AM--GM, Young, Hölder, and Minkowski inequalities for finite real exponents. It concludes with hyperbolic functions, their identities and derivatives, and logarithm formulas for their inverse functions.
3 · Logical flowchart
4 · Definitions, theorems and proofs
The natural logarithm as the inverse of the exponential function
Definition
For , define to be the unique real such that . This is well-defined because The exponential is a continuous bijection from onto states that is a bijection.
Thus is the inverse function of . In particular, for every and for every .
Remarks
The domain is exactly . This definition assigns no real logarithm to or to a negative number.
Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm
Statement
The function is continuous and strictly increasing, is onto , and satisfies, for , Also .
Facts & Assumptions
Given: Positive reals .
The exponential is a continuous strictly increasing bijection from onto , and is its inverse (The natural logarithm as the inverse of the exponential function, The exponential function is strictly increasing, Continuous inverse theorem: a continuous injective on an interval is a bijection onto the order-convex set , and the inverse is continuous and strictly monotone in the same sense as ).
For all reals , (The exponential addition formula ).
and for every real (The exponential is positive and satisfies ).
Proof
Since it is the inverse of the continuous strictly increasing exponential, is continuous, strictly increasing, and maps onto .
The equality and injectivity of give .
Since and by [L3], step 1.2 gives and .
As , the inverse identity gives .
The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t
Statement
For , is differentiable and
Facts & Assumptions
Given: A positive real .
If a differentiable injective function has nonzero derivative, its inverse is differentiable at an image point and its derivative is the reciprocal of the original derivative (Derivative of an inverse: if is continuous and injective on a nondegenerate interval and differentiable at with , then the inverse is differentiable at with ; and if then is not differentiable at ).
for every real (The exponential function is smooth and ).
The reciprocal of a nonvanishing continuous real function is continuous, and the first FTC differentiates when is 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, The first fundamental theorem: if is integrable on and continuous at , then ; in particular a continuous has as a primitive, The integral with oriented limits: and ).
A differentiable real function with zero derivative on an interval is constant (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
At , ; hence the inverse rule gives .
The function is continuous on , so satisfies and .
The difference has derivative zero on , and is zero at , so it is identically zero.
Real powers for positive bases, with the zero-base positive-exponent convention
Definition
For and , define For the supplementary zero-base convention, define when .
The expressions and for are left undefined. Negative bases are not assigned arbitrary real powers.
The exponential definition of real powers agrees with the existing rational powers
Statement
If and , then the real power agrees with the rational power of Rational powers of a positive base. For , both conventions also give .
Facts & Assumptions
Given: A positive real and a rational with .
Rational powers satisfy , are positive for positive base, and obey the rational power laws (Rational powers of a positive base, Laws of rational exponents).
For positive reals, , , and is injective (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).
The real-power definition is (Real powers for positive bases, with the zero-base positive-exponent convention).
Proof
For , the product law for gives .
Injectivity of gives , and exponentiating gives .
This is the new real power at exponent ; negative rational exponents follow by reciprocals, and the stated convention agrees with Rational powers of a positive base for .
The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents
Statement
For and ,
Facts & Assumptions
Given: Positive reals and real exponents .
Proof
Expanding by [L1] and applying [L3] gives .
Expanding and using gives .
The same calculation with and [L3] gives .
Since , expanding gives .
Continuity and derivatives of positive-base real powers
Statement
For , the function is continuous on and For , the function is continuous and differentiable on , with
Facts & Assumptions
Given: A positive base , a real exponent , and .
The chain rule and algebra of derivatives apply to differentiable real functions, and differentiability implies continuity (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 function differentiable at is continuous at ).
Proof
The chain rule applied to gives .
The chain rule applied to gives .
Both functions are continuous on their stated domains because the displayed derivatives exist there.
The logarithm to a positive base other than one
Definition
For with and , define
The denominator is nonzero: would imply by the inverse identities of The natural logarithm as the inverse of the exponential function.
Change of base and inversion of the positive-base real exponential
Statement
If , , and , then In particular, for every second base , .
Facts & Assumptions
Given: with , , and .
and the real-power laws hold for positive bases (Real powers for positive bases, with the zero-base positive-exponent convention, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).
Proof
By [L1] and [L2], .
Likewise .
Dividing first by and then by gives .
Real powers from suprema of rational powers, with the reciprocal convention below base one
Definition
For and , set The set is nonempty because a rational lies below (The rationals embed densely in the reals). It is bounded above: choose a natural (Every complete ordered field is Archimedean), so every satisfies and (Monotonicity of and of ). The supremum therefore exists in by the least-upper-bound property of a complete ordered field (Complete ordered field (least-upper-bound property), Upper bound, least upper bound, and strict upper bound), and it is strictly positive, because it is at least the element of for any rational and every rational power of a positive base is positive (Rational powers of a positive base).
For , define ; for , define . The notation distinguishes this rational-supremum construction from the exponential construction until their agreement is proved.
Remarks
The direct supremum formula is intentionally restricted to . When , the set is unbounded above as tends to negative infinity.
The rational-supremum construction of real powers agrees with the exponential construction
Statement
For every and , the rational-supremum value of Real powers from suprema of rational powers, with the reciprocal convention below base one equals the exponential real power of Real powers for positive bases, with the zero-base positive-exponent convention.
Facts & Assumptions
Given: A real and a positive base .
For , and ; for , ; and (Real powers from suprema of rational powers, with the reciprocal convention below base one).
Rational powers agree with exponential real powers, and is continuous; if , then , so is strictly increasing (The exponential definition of real powers agrees with the existing rational powers, Continuity and derivatives of positive-base real powers, Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm, The exponential function is strictly increasing, Real powers for positive bases, with the zero-base positive-exponent convention).
Rational numbers are dense in , and the epsilon characterisation identifies a supremum of a nonempty bounded-above set (The rationals embed densely in the reals, Epsilon characterisation of the supremum).
Proof
Assume . For every rational , strict increase of gives , so is an upper bound of .
Given , continuity of at supplies such that implies ; density supplies rational with , hence .
By the supremum characterisation, steps 1.1 and 1.2 give when .
For both values are . For the base exceeds , so step 2.1 applied to that base and the same exponent gives ; the subunit clause of [L1] then gives . By [L4] with and , ; and by [L4] again, , so . Hence .
Every rational approximation to a real exponent gives the same limiting real power
Statement
Let , let , and let be a rational sequence converging to . Then . Hence the limit is independent of the rational approximating sequence and equals the rational-supremum value .
Facts & Assumptions
Given: , , and rational .
The rational-supremum and exponential constructions agree (The rational-supremum construction of real powers agrees with the exponential construction).
Rational powers agree with real powers, and is continuous (The exponential definition of real powers agrees with the existing rational powers, Continuity and derivatives of positive-base real powers).
Proof
For every , rational-exponent agreement gives .
Continuity of gives .
Since , this limit is independent of the chosen rational sequence and has the asserted supremum value.
Landau's root limit: log x is the limit of 2^n times (x^(1/2^n) minus 1)
Statement
For every ,
Facts & Assumptions
Given: A positive real .
for real , and this agrees with rational powers (Real powers for positive bases, with the zero-base positive-exponent convention, The exponential definition of real powers agrees with the existing rational powers).
, and limits respect sums, products, and scalar multiples (For the sequence is null, and for the sequence diverges to , Algebra of limits: sums, scalar multiples, products and quotients).
Proof
If , every displayed summand is , so the limit is .
Suppose and put . Then and .
We have .
The derivative limit in [L2] makes the right-hand side tend to , proving the claim together with step 1.1.
The power series for log(1+x) on (-1,1], including the Abel endpoint
Statement
For , The series converges at to and diverges at .
Facts & Assumptions
Given: A real with .
For , (For , , and for the series diverges).
A real power series may be integrated term by term inside its radius of convergence (Inside its radius a real power series may be integrated term by term on every closed subinterval).
The alternating harmonic series converges, Abel's limit theorem identifies the limit at of a convergent power series with its sum, and the harmonic series diverges (The alternating series test: if is nonincreasing with then converges, the sum lies between any two consecutive partial sums, and the error after terms is at most , Abel's limit theorem: if a real series converges to , then its power series tends to as , For rational , converges iff ).
Proof
Integrating the series of [L2] from to gives .
By [L1], the integral of from to is , so the displayed series formula holds for .
At the series is alternating harmonic and converges by [L4]; Abel's theorem and step 2.1 identify its sum with .
At every term is , so the series is the negative harmonic series and diverges.
Under square summability, the signed product of (1+p_n) converges iff the series of p_n converges
Statement
Let be a real sequence such that converges. Then The product uses the tail convention of Infinite products: partial products, and convergence to a nonzero limit after finitely many vanishing factors, so finitely many zero factors are allowed.
Facts & Assumptions
Given: A real sequence with convergent.
A convergent series has terms tending to zero (If a series converges then its terms tend to ).
for ([The power series for log(1+x) on (-1,1], including the Abel endpoint](/item/thm-log-one-plus-x-power-series)).
Direct comparison and absolute convergence give convergence of a series dominated by a convergent nonnegative series (If eventually, convergence of gives convergence of , and divergence of gives divergence of , If converges then converges).
Convergent series are closed under termwise addition and subtraction, and deleting a finite initial segment preserves convergence (Convergent series add and scale termwise, A series converges iff each of its tail series converges, and the sum splits as plus the -th tail, Series, partial sums, convergence and the sum, divergence, and the tail series).
, while and are continuous inverse functions on their stated domains (The exponential addition formula , The exponential function is strictly increasing, Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).
An infinite product converges when a tail of nonzero factors has nonzero limiting tail products; initial factors may be arbitrary (Infinite products: partial products, and convergence to a nonzero limit after finitely many vanishing factors).
Proof
By [L1], choose such that for ; then on that tail.
For , the tail of the series in [L2] has absolute value at most , hence .
Conversely, a nonzero limit of those positive tail products has a logarithm; continuity of and the same finite-product identity make the tail logarithm partial sums converge.
Applying step 1.2 to and using [L3] shows that converges absolutely.
By [L4], converges if and only if converges.
The -th tail product equals by repeated use of [L5], so convergence of the logarithm series gives a nonzero tail-product limit.
Steps 3.1, 4.1, and 1.3 prove both directions, and [L6] makes finite initial zero factors harmless.
The logarithm grows more slowly than every positive real power
Statement
For every ,
Facts & Assumptions
Given: A real .
tends to as , and its range is (The exponential tends to at and to at , The natural logarithm as the inverse of the exponential function).
for , and algebra of limits permits substitution through the displayed identities (Real powers for positive bases, with the zero-base positive-exponent convention, Algebra of limits: sums, scalar multiples, products and quotients).
Proof
Put . As , the inverse relation and [L1] give .
By [L3], .
The right-hand side tends to by [L2], which proves the claim.
The p-series for a real exponent p converges exactly when p is greater than one
Statement
For every real ,
Facts & Assumptions
Given: A real exponent .
The integral test applies to a nonnegative nonincreasing function on and compares convergence with boundedness of its proper-integral sequence (The integral test: for nonincreasing on , converges if and only if the sequence is bounded, with ).
Positive-base real powers are continuous and differentiable, with the stated power laws (Continuity and derivatives of positive-base real powers, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).
A convergent series has terms tending to zero (If a series converges then its terms tend to ).
Proof
If , then for , so the terms do not tend to zero and the series diverges.
Suppose and set . By [L2] this is nonnegative and nonincreasing on , and its sampled series is .
If , then , which is unbounded by [L3].
If , the power derivative gives ; this is bounded exactly when , using the exponential limits in [L3].
The integral test gives convergence exactly for when , and step 1.1 handles .
The two-point convexity inequality for the exponential function
Statement
For all and , If , equality holds exactly when .
Facts & Assumptions
Given: Reals and .
; the chain rule differentiates compositions, and the algebra of derivatives differentiates finite linear combinations (The exponential function is smooth and , 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 ).
The mean value theorem applies on a closed interval to a function differentiable in its interior (The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with ).
The exponential is positive and strictly increasing (The exponential function is strictly increasing).
Proof
Put and . Then and .
If , apply the mean value theorem to on and ; since is nonincreasing by the mean value theorem applied to , their slopes give , hence .
Multiplying by converts into the displayed inequality.
When and , , so the slope comparison is strict and ; when , equality is immediate.
The weighted arithmetic-geometric mean inequality for real weights
Statement
Let , let , and let satisfy . Then
Facts & Assumptions
Given: Positive reals and nonnegative real weights summing to .
The two-point exponential inequality holds for every weight in (The two-point convexity inequality for the exponential function).
Positive-base real powers and their product laws are and the laws of The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents (Real powers for positive bases, with the zero-base positive-exponent convention, Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).
Mathematical induction is valid on natural numbers (The principle of mathematical induction).
Proof
For , and both sides are .
Assume the result for positive entries. For weights , if the claim is immediate; otherwise put , for , and .
Applying [L1] to with weights gives .
The are nonnegative and sum to one, so the induction hypothesis gives .
The left side in step 1.3 is , and step 2.1 makes its right side at most .
The base and induction steps prove the inequality for every .
Young's inequality for conjugate real exponents
Statement
Let satisfy . For ,
Facts & Assumptions
Given: Conjugate real exponents and nonnegative reals .
Weighted AM-GM applies to positive entries with nonnegative weights summing to one (The weighted arithmetic-geometric mean inequality for real weights).
Positive-base real-power laws hold, and the zero-base convention is for ; positive-base real powers are positive (Real powers for positive bases, with the zero-base positive-exponent convention, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents, The exponential is positive and satisfies ).
Proof
If or , the inequality is immediate from nonnegativity of the two terms on the right.
For , apply [L1] to with weights .
Its geometric side is , and its arithmetic side is .
Steps 1.1 and 2.1 cover all nonnegative .
Holder's inequality for finite sums and conjugate real exponents
Statement
Let with . For real families and ,
Facts & Assumptions
Given: A natural , conjugate exponents , and real families for .
Young's inequality says for (Young's inequality for conjugate real exponents).
Finite sums obey termwise addition and scalar multiplication, including the empty-sum convention, and (Finite sums and finite products, by recursion, Laws of finite sums and finite products, Basic properties of the absolute value).
For , the zero-base convention gives , while positive-base real powers are positive and obey the real-power laws (Real powers for positive bases, with the zero-base positive-exponent convention, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents, The exponential is positive and satisfies ).
Proof
Put and . If or , the real-power laws and zero convention show that the corresponding nonnegative power sum is zero; finite-sum order then makes every corresponding term zero, so the claim follows.
Suppose , and set , . Then .
Apply [L1] to and sum over to obtain .
Multiplying by and using gives the asserted inequality.
Minkowski's inequality for finite sums and real exponent p greater than one
Statement
Let . For real families and ,
Facts & Assumptions
Given: A natural , a real , and real families for .
Holder's inequality holds for finite sums and conjugate real exponents (Holder's inequality for finite sums and conjugate real exponents).
Finite sums distribute over addition, and (Finite sums and finite products, by recursion, Laws of finite sums and finite products, Basic properties of the absolute value).
Positive-base real-power laws hold; the zero-base positive-exponent convention gives , and positive-base real powers are positive (Real powers for positive bases, with the zero-base positive-exponent convention, The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents, The exponential is positive and satisfies ).
Proof
Let and put . If , the claim is immediate.
For , multiply by and sum to get .
Apply Holder to both sums in step 1.2. Since , their common second factor is .
Thus , where are the two right-side norms; dividing by proves the claim.
The six hyperbolic functions and their natural domains
Definition
For , define For , define
The positivity of makes for every . If , then , so strict increase of makes ; hence . Thus all four quotients above are defined on exactly their stated domains (The exponential is positive and satisfies , The exponential function is strictly increasing).
Addition formulas, identities, parity, and derivatives of the hyperbolic functions
Statement
For all real , Moreover is odd, strictly increasing, and onto; is even and positive, and its restriction to is strictly increasing and onto ; and is strictly increasing and onto. On their declared domains,
Facts & Assumptions
Given: Real numbers .
, and the chain, product, quotient, and algebra rules differentiate the displayed formulas (The exponential function is smooth and , 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 ).
If and is continuous on and differentiable on , then some satisfies (The mean value theorem, as the case of Cauchy's: for continuous on with and differentiable on there is with ).
as and as (The exponential tends to at and to at ).
A continuous real function takes every value between two values on a closed interval (Intermediate value theorem, by bisection with a canonical left-half rule: a continuous function on takes every value between and ).
For every real , and ; and ; and, when , and . Moreover for every , and when (The six hyperbolic functions and their natural domains).
Differentiability implies continuity (A function differentiable at is continuous at ).
Proof
Substitute the exponential definitions of [L6] and use [L1]; collecting terms gives both addition formulas, parity, and .
Differentiating the exponential definitions of [L6] gives and ; on the domains supplied by [L6], differentiating the quotients and using step 1.1 gives the four displayed reciprocal-function derivatives.
The exponential formulas give , , and as ; oddness gives the corresponding limits and at .
By [L6], and is nonzero away from ; the defining formula gives . Thus everywhere. For , step 2.1 and [L7] give the hypotheses of [L3] for on , so for some , . Hence is strictly increasing.
The oddness and strict increase of make for . Thus for , step 2.1 and [L7] let [L3] give for some , so is strictly increasing on . Also , so for the same argument gives for some ; hence is strictly increasing.
The functions are continuous by step 2.1 and [L7]. Their monotonicity, the values , and the endpoint limits of step 2.2 let the intermediate value theorem give exactly the three stated ranges.
Logarithm formulas for inverse sinh, inverse cosh, and inverse tanh on their natural domains
Statement
The strictly increasing bijections , , and have inverse functions satisfying
Facts & Assumptions
Given: A real in the stated domain.
The hyperbolic identities hold, and , , and are strictly increasing bijections (Addition formulas, identities, parity, and derivatives of the hyperbolic functions, The six hyperbolic functions and their natural domains).
is the inverse of and satisfies its product and reciprocal laws (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).
Positive-base real powers are continuous, and every nonnegative real has its nonnegative square root (Continuity and derivatives of positive-base real powers, Square roots exist: a unique with ; the positives are ).
Proof
Solving after putting gives , hence and .
Solving with gives and the allowed root , hence the displayed arcosh formula.
Solving gives , so .
The strict monotonicity and stated ranges in [L1] make each algebraic solution the unique inverse value on its declared domain.
5 · Examples, counterexamples and false statements
None yet.
Sources
Standard references
Recommended treatments; not extraction sources.