Alphabeta Math
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20 results · all verified · 0 also independently AI-judged
Every result on this page is machine-checked by a proof checker and read in full and owner-audited; the judge is an additional, independent cross-model AI review of the proofs. The 20 not AI-judged were verified by owner audit (typically over a confirmed judge false positive), not failures.

The Logarithm and General Powers

1 · Prerequisites

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 ax=exp(xloga)a^x=\exp(x\log a), 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 pp-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

DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-08-02Open item page →

The natural logarithm as the inverse of the exponential function

Definition

For x>0x>0, define logx\log x to be the unique real yy such that exp(y)=x\exp(y)=x. This is well-defined because The exponential is a continuous bijection from R\mathbb{R} onto (0,)(0,\infty) states that exp:R(0,)\exp:\mathbb R\to(0,\infty) is a bijection.

Thus log:(0,)R\log:(0,\infty)\to\mathbb R is the inverse function of exp\exp. In particular, log(expy)=y\log(\exp y)=y for every yRy\in\mathbb R and exp(logx)=x\exp(\log x)=x for every x>0x>0.

Remarks

The domain is exactly (0,)(0,\infty). This definition assigns no real logarithm to 00 or to a negative number.

TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm

Statement

The function log:(0,)R\log:(0,\infty)\to\mathbb R is continuous and strictly increasing, is onto R\mathbb R, and satisfies, for x,y>0x,y>0, log(xy)=logx+logy,log(x/y)=logxlogy,log(1/x)=logx.\log(xy)=\log x+\log y,\qquad \log(x/y)=\log x-\log y,\qquad \log(1/x)=-\log x. Also log1=0\log 1=0.

Facts & Assumptions

Given: Positive reals x,yx,y.

[L2]

For all reals u,vu,v, exp(u+v)=exp(u)exp(v)\exp(u+v)=\exp(u)\exp(v) (The exponential addition formula exp(x+y)=exp(x)exp(y)\exp(x+y)=\exp(x)\exp(y)).

[L3]

exp(u)=1/exp(u)\exp(-u)=1/\exp(u) and exp(u)>0\exp(u)>0 for every real uu (The exponential is positive and satisfies exp(x)=1/exp(x)\exp(-x)=1/\exp(x)).

Proof

technique · direct
1.1

Since it is the inverse of the continuous strictly increasing exponential, log\log is continuous, strictly increasing, and maps (0,)(0,\infty) onto R\mathbb R.

L1
1.2

The equality exp(logx+logy)=exp(logx)exp(logy)=xy=exp(log(xy))\exp(\log x+\log y)=\exp(\log x)\exp(\log y)=xy=\exp(\log(xy)) and injectivity of exp\exp give log(xy)=logx+logy\log(xy)=\log x+\log y.

L1L2
2.1

Since x/y=x(1/y)x/y=x(1/y) and exp(logy)=1/y\exp(-\log y)=1/y by [L3], step 1.2 gives log(x/y)=logxlogy\log(x/y)=\log x-\log y and log(1/x)=logx\log(1/x)=-\log x.

step 1.2L3
3.1

As exp(0)=1\exp(0)=1, the inverse identity gives log1=0\log 1=0.

L1
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t

Statement

For x>0x>0, log\log is differentiable and log(x)=1x,logx=1xdtt.\log'(x)=\frac1x,\qquad \log x=\int_1^x\frac{dt}{t}.

Facts & Assumptions

Given: A positive real xx.

[L2]

exp(u)=exp(u)\exp'(u)=\exp(u) for every real uu (The exponential function is smooth and (exp)=exp(\exp)'=\exp).

Proof

technique · direct
1.1

At u=logxu=\log x, exp(u)=exp(u)=x0\exp'(u)=\exp(u)=x\ne0; hence the inverse rule gives log(x)=1/exp(logx)=1/x\log'(x)=1/\exp(\log x)=1/x.

L1L2
1.2

The function t1/tt\mapsto1/t is continuous on (0,)(0,\infty), so I(x):=1xdt/tI(x):=\int_1^xdt/t satisfies I(x)=1/xI'(x)=1/x and I(1)=0I(1)=0.

L3
2.1

The difference xlogxI(x)x\mapsto\log x-I(x) has derivative zero on (0,)(0,\infty), and is zero at 11, so it is identically zero.

step 1.1step 1.2L4
DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-08-02Open item page →

Real powers for positive bases, with the zero-base positive-exponent convention

Definition

For a>0a>0 and xRx\in\mathbb R, define ax:=exp(xloga).a^x:=\exp(x\log a). For the supplementary zero-base convention, define 0x:=00^x:=0 when x>0x>0.

The expressions 000^0 and 0x0^x for x<0x<0 are left undefined. Negative bases are not assigned arbitrary real powers.

TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The exponential definition of real powers agrees with the existing rational powers

Statement

If a>0a>0 and rQr\in\mathbb Q, then the real power ar=exp(rloga)a^r=\exp(r\log a) agrees with the rational power of Rational powers ara^r of a positive base. For r>0r>0, both conventions also give 0r=00^r=0.

Facts & Assumptions

Given: A positive real aa and a rational r=p/qr=p/q with q1q\ge1.

[L1]

Rational powers satisfy (ap/q)q=ap(a^{p/q})^q=a^p, are positive for positive base, and obey the rational power laws (Rational powers ara^r of a positive base, Laws of rational exponents).

[L2]

For positive reals, log(xy)=logx+logy\log(xy)=\log x+\log y, log(1/x)=logx\log(1/x)=-\log x, and log\log is injective (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).

[L3]

The real-power definition is au=exp(uloga)a^u=\exp(u\log a) (Real powers for positive bases, with the zero-base positive-exponent convention).

Proof

technique · direct
1.1

For q1q\ge1, the product law for log\log gives log((ap/q)q)=qlog(ap/q)=ploga=log(ap)\log((a^{p/q})^q)=q\log(a^{p/q})=p\log a=\log(a^p).

L1L2
2.1

Injectivity of log\log gives log(ap/q)=(p/q)loga\log(a^{p/q})=(p/q)\log a, and exponentiating gives ap/q=exp((p/q)loga)a^{p/q}=\exp((p/q)\log a).

step 1.1L2L3
3.1

This is the new real power at exponent p/qp/q; negative rational exponents follow by reciprocals, and the stated 0r0^r convention agrees with Rational powers ara^r of a positive base for r>0r>0.

step 2.1L1L3
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents

Statement

For a,b>0a,b>0 and r,sRr,s\in\mathbb R, ar+s=aras,(ab)r=arbr,(a/b)r=ar/br,(ar)s=ars.a^{r+s}=a^ra^s,\qquad (ab)^r=a^rb^r,\qquad (a/b)^r=a^r/b^r,\qquad (a^r)^s=a^{rs}.

Facts & Assumptions

Given: Positive reals a,ba,b and real exponents r,sr,s.

[L1]

au=exp(uloga)a^u=\exp(u\log a) for a>0a>0 (Real powers for positive bases, with the zero-base positive-exponent convention).

[L2]

log(ab)=loga+logb\log(ab)=\log a+\log b, log(a/b)=logalogb\log(a/b)=\log a-\log b, and log(expu)=u\log(\exp u)=u (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).

[L3]

exp(u+v)=exp(u)exp(v)\exp(u+v)=\exp(u)\exp(v) and exp(u)=1/exp(u)\exp(-u)=1/\exp(u) (The exponential addition formula exp(x+y)=exp(x)exp(y)\exp(x+y)=\exp(x)\exp(y), The exponential is positive and satisfies exp(x)=1/exp(x)\exp(-x)=1/\exp(x)).

Proof

technique · direct
1.1

Expanding ar+sa^{r+s} by [L1] and applying [L3] gives ar+s=exp(rloga)exp(sloga)=arasa^{r+s}=\exp(r\log a)\exp(s\log a)=a^ra^s.

L1L3
1.2

Expanding (ab)r(ab)^r and using log(ab)=loga+logb\log(ab)=\log a+\log b gives (ab)r=arbr(ab)^r=a^rb^r.

L1L2L3
1.3

The same calculation with log(a/b)=logalogb\log(a/b)=\log a-\log b and [L3] gives (a/b)r=ar/br(a/b)^r=a^r/b^r.

L1L2L3
2.1

Since log(ar)=log(exp(rloga))=rloga\log(a^r)=\log(\exp(r\log a))=r\log a, expanding (ar)s(a^r)^s gives arsa^{rs}.

L1L2
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Continuity and derivatives of positive-base real powers

Statement

For a>0a>0, the function xaxx\mapsto a^x is continuous on R\mathbb R and (ax)=axloga.(a^x)'=a^x\log a. For αR\alpha\in\mathbb R, the function xxαx\mapsto x^\alpha is continuous and differentiable on (0,)(0,\infty), with (xα)=αxα1.(x^\alpha)'=\alpha x^{\alpha-1}.

Facts & Assumptions

Given: A positive base aa, a real exponent α\alpha, and x>0x>0.

[L1]

ax=exp(xloga)a^x=\exp(x\log a) and xα=exp(αlogx)x^\alpha=\exp(\alpha\log x) (Real powers for positive bases, with the zero-base positive-exponent convention).

[L2]

log(x)=1/x\log'(x)=1/x on (0,)(0,\infty) and exp(u)=exp(u)\exp'(u)=\exp(u) (The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, The exponential function is smooth and (exp)=exp(\exp)'=\exp).

Proof

technique · direct
1.1

The chain rule applied to ax=exp(xloga)a^x=\exp(x\log a) gives (ax)=exp(xloga)loga=axloga(a^x)'=\exp(x\log a)\log a=a^x\log a.

L1L2L3
1.2

The chain rule applied to xα=exp(αlogx)x^\alpha=\exp(\alpha\log x) gives (xα)=exp(αlogx)α/x=αxα1(x^\alpha)'=\exp(\alpha\log x)\alpha/x=\alpha x^{\alpha-1}.

L1L2L3
2.1

Both functions are continuous on their stated domains because the displayed derivatives exist there.

step 1.1step 1.2L3
DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-08-02Open item page →

The logarithm to a positive base other than one

Definition

For b>0b>0 with b1b\ne1 and x>0x>0, define logbx:=logxlogb.\log_b x:=\frac{\log x}{\log b}.

The denominator is nonzero: logb=0\log b=0 would imply b=exp(0)=1b=\exp(0)=1 by the inverse identities of The natural logarithm as the inverse of the exponential function.

TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Change of base and inversion of the positive-base real exponential

Statement

If b>0b>0, b1b\ne1, and x>0x>0, then logbx=logxlogb,blogbx=x,logb(bu)=u(uR).\log_bx=\frac{\log x}{\log b},\qquad b^{\log_bx}=x,\qquad \log_b(b^u)=u\quad(u\in\mathbb R). In particular, logbx=logcx/logcb\log_bx=\log_cx/\log_cb for every second base c>0c>0, c1c\ne1.

Facts & Assumptions

Given: b,c>0b,c>0 with b,c1b,c\ne1, x>0x>0, and uRu\in\mathbb R.

[L1]

logbx=logx/logb\log_bx=\log x/\log b, with logb0\log b\ne0 (The logarithm to a positive base other than one).

[L3]

log(expv)=v\log(\exp v)=v and exp(logx)=x\exp(\log x)=x for x>0x>0 (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).

Proof

technique · direct
1.1

By [L1] and [L2], blogbx=exp((logx/logb)logb)=exp(logx)=xb^{\log_bx}=\exp((\log x/\log b)\log b)=\exp(\log x)=x.

L1L2L3
1.2

Likewise logb(bu)=log(exp(ulogb))/logb=u\log_b(b^u)=\log(\exp(u\log b))/\log b=u.

L1L2L3
2.1

Dividing logx\log x first by logc\log c and then by logb/logc\log b/\log c gives logbx=logcx/logcb\log_bx=\log_cx/\log_cb.

L1algebra
DefinitionDefinition: AI-adaptedProof: Not applicableverified 2026-08-04 (gpt-5.6-sol-codex-subscription)Open item page →

Real powers from suprema of rational powers, with the reciprocal convention below base one

Definition

For a>1a>1 and xRx\in\mathbb R, set Sa(x):={aq:qQ, q<x},a[x]:=supSa(x).S_a(x):=\{a^q:q\in\mathbb Q,\ q<x\},\qquad a^{[x]}:=\sup S_a(x). The set is nonempty because a rational lies below xx (The rationals embed densely in the reals). It is bounded above: choose a natural m>xm>x (Every complete ordered field is Archimedean), so every q<xq<x satisfies q<mq<m and aqama^q\le a^m (Monotonicity of rarr \mapsto a^{r} and of aara \mapsto a^{r}). The supremum therefore exists in R\mathbb R 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 aqa^q of Sa(x)S_a(x) for any rational q<xq<x and every rational power of a positive base is positive (Rational powers ara^r of a positive base).

For 0<a<10<a<1, define a[x]:=1/((a1)[x])a^{[x]}:=1/\bigl((a^{-1})^{[x]}\bigr); for a=1a=1, define 1[x]:=11^{[x]}:=1. The notation a[x]a^{[x]} distinguishes this rational-supremum construction from the exponential construction until their agreement is proved.

Remarks

The direct supremum formula is intentionally restricted to a>1a>1. When 0<a<10<a<1, the set {aq:q<x}\{a^q:q<x\} is unbounded above as qq tends to negative infinity.

TheoremStatement: AI-adaptedProof: AI-generatedprecheck passverified 2026-08-04 (gpt-5.6-sol-codex-subscription)Open item page →

The rational-supremum construction of real powers agrees with the exponential construction

Statement

For every a>0a>0 and xRx\in\mathbb R, the rational-supremum value a[x]a^{[x]} of Real powers from suprema of rational powers, with the reciprocal convention below base one equals the exponential real power axa^x of Real powers for positive bases, with the zero-base positive-exponent convention.

Facts & Assumptions

Given: A real xx and a positive base aa.

[L1]

For a>1a>1, Sa(x):={aq:qQ, q<x}S_a(x):=\{a^q:q\in\mathbb Q,\ q<x\} and a[x]:=supSa(x)a^{[x]}:=\sup S_a(x); for 0<a<10<a<1, a[x]:=1/((a1)[x])a^{[x]}:=1/\bigl((a^{-1})^{[x]}\bigr); and 1[x]:=11^{[x]}:=1 (Real powers from suprema of rational powers, with the reciprocal convention below base one).

[L2]

Rational powers agree with exponential real powers, and tatt\mapsto a^t is continuous; if a>1a>1, then loga>0\log a>0, so tat=exp(tloga)t\mapsto a^t=\exp(t\log a) 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).

[L3]

Rational numbers are dense in R\mathbb R, 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).

[L4]

For a,b>0a,b>0 and r,sRr,s\in\mathbb R: ar+s=arasa^{r+s}=a^ra^s, (ab)r=arbr(ab)^r=a^rb^r, (a/b)r=ar/br(a/b)^r=a^r/b^r, and (ar)s=ars(a^r)^s=a^{rs} (The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents).

Proof

technique · direct
1.1

Assume a>1a>1. For every rational q<xq<x, strict increase of tatt\mapsto a^t gives aq<axa^q<a^x, so axa^x is an upper bound of Sa(x)S_a(x).

L1L2
1.2

Given ε>0\varepsilon>0, continuity of tatt\mapsto a^t at xx supplies δ>0\delta>0 such that tx<δ|t-x|<\delta implies atax<ε|a^t-a^x|<\varepsilon; density supplies rational qq with xδ<q<xx-\delta<q<x, hence axε<aqSa(x)a^x-\varepsilon<a^q\in S_a(x).

L2L3choose
2.1

By the supremum characterisation, steps 1.1 and 1.2 give a[x]=axa^{[x]}=a^x when a>1a>1.

step 1.1step 1.2L3
3.1

For a=1a=1 both values are 11. For 0<a<10<a<1 the base a1a^{-1} exceeds 11, so step 2.1 applied to that base and the same exponent xx gives (a1)[x]=(a1)x(a^{-1})^{[x]}=(a^{-1})^{x}; the subunit clause of [L1] then gives a[x]=1/((a1)x)a^{[x]}=1/\bigl((a^{-1})^{x}\bigr). By [L4] with r=1r=-1 and s=xs=x, (a1)x=ax(a^{-1})^{x}=a^{-x}; and by [L4] again, axax=ax+x=a0=1a^{-x}a^{x}=a^{-x+x}=a^{0}=1, so 1/ax=ax1/a^{-x}=a^{x}. Hence a[x]=axa^{[x]}=a^{x}.

step 2.1L1L2L4
CorollaryStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Every rational approximation to a real exponent gives the same limiting real power

Statement

Let a>0a>0, let xRx\in\mathbb R, and let (qn)(q_n) be a rational sequence converging to xx. Then aqnaxa^{q_n}\to a^x. Hence the limit is independent of the rational approximating sequence and equals the rational-supremum value a[x]a^{[x]}.

Facts & Assumptions

Given: a>0a>0, xRx\in\mathbb R, and rational qnxq_n\to x.

[L1]

The rational-supremum and exponential constructions agree (The rational-supremum construction of real powers agrees with the exponential construction).

[L2]

Proof

technique · direct
1.1

For every nn, rational-exponent agreement gives aqn=exp(qnloga)a^{q_n}=\exp(q_n\log a).

L2
1.2

Continuity of tatt\mapsto a^t gives aqnaxa^{q_n}\to a^x.

L2
2.1

Since a[x]=axa^{[x]}=a^x, this limit is independent of the chosen rational sequence and has the asserted supremum value.

step 1.2L1
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Landau's root limit: log x is the limit of 2^n times (x^(1/2^n) minus 1)

Statement

For every x>0x>0, logx=limn2n(x1/2n1).\log x=\lim_{n\to\infty}2^n\bigl(x^{1/2^n}-1\bigr).

Facts & Assumptions

Proof

technique · direct
1.1

If x=1x=1, every displayed summand is 00, so the limit is log1=0\log1=0.

L1algebra
1.2

Suppose x1x\ne1 and put hn=(logx)/2nh_n=(\log x)/2^n. Then hn0h_n\to0 and x1/2n=exp(hn)x^{1/2^n}=\exp(h_n).

L1L3
2.1

We have 2n(x1/2n1)=logx(exp(hn)1)/hn2^n(x^{1/2^n}-1)=\log x\,(\exp(h_n)-1)/h_n.

step 1.2algebra
3.1

The derivative limit in [L2] makes the right-hand side tend to logx\log x, proving the claim together with step 1.1.

step 1.1step 2.1L2
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The power series for log(1+x) on (-1,1], including the Abel endpoint

Statement

For 1<x1-1<x\le1, log(1+x)=n=1(1)n+1xnn.\log(1+x)=\sum_{n=1}^{\infty}\frac{(-1)^{n+1}x^n}{n}. The series converges at x=1x=1 to log2\log2 and diverges at x=1x=-1.

Facts & Assumptions

Given: A real xx with 1<x<1-1<x<1.

[L1]

log(u)=1/u\log'(u)=1/u on (0,)(0,\infty), so (log(1+x))=1/(1+x)(\log(1+x))'=1/(1+x) and log1=0\log1=0 (The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t).

[L2]
[L3]

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).

Proof

technique · direct
1.1

Integrating the series of [L2] from 00 to xx gives n1(1)n+1xn/n\sum_{n\ge1}(-1)^{n+1}x^n/n.

L2L3
2.1

By [L1], the integral of 1/(1+t)1/(1+t) from 00 to xx is log(1+x)\log(1+x), so the displayed series formula holds for 1<x<1-1<x<1.

L1step 1.1
3.1

At x=1x=1 the series is alternating harmonic and converges by [L4]; Abel's theorem and step 2.1 identify its sum with log2\log2.

step 2.1L4
4.1

At x=1x=-1 every term is 1/n-1/n, so the series is the negative harmonic series and diverges.

L4algebra
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Under square summability, the signed product of (1+p_n) converges iff the series of p_n converges

Statement

Let (pn)(p_n) be a real sequence such that npn2\sum_n p_n^2 converges. Then n(1+pn) convergesnpn converges.\prod_n(1+p_n)\text{ converges}\quad\Longleftrightarrow\quad\sum_n p_n\text{ converges}. 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 (pn)(p_n) with npn2\sum_n p_n^2 convergent.

[L1]

A convergent series has terms tending to zero (If a series converges then its terms tend to 00).

[L2]

log(1+t)=t+k2(1)k+1tk/k\log(1+t)=t+\sum_{k\ge2}(-1)^{k+1}t^k/k for t<1|t|<1 ([The power series for log(1+x) on (-1,1], including the Abel endpoint](/item/thm-log-one-plus-x-power-series)).

[L5]

exp(u+v)=exp(u)exp(v)\exp(u+v)=\exp(u)\exp(v), while exp\exp and log\log are continuous inverse functions on their stated domains (The exponential addition formula exp(x+y)=exp(x)exp(y)\exp(x+y)=\exp(x)\exp(y), The exponential function is strictly increasing, Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).

[L6]

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

technique · direct
1.1

By [L1], choose NN such that pn1/2|p_n|\le1/2 for nNn\ge N; then 1+pn1/2>01+p_n\ge1/2>0 on that tail.

L1choose
1.2

For t1/2|t|\le1/2, the tail of the series in [L2] has absolute value at most k2tk2t2\sum_{k\ge2}|t|^k\le2t^2, hence log(1+t)t2t2|\log(1+t)-t|\le2t^2.

L2algebra
1.3

Conversely, a nonzero limit of those positive tail products has a logarithm; continuity of log\log and the same finite-product identity make the tail logarithm partial sums converge.

L5L6
2.1

Applying step 1.2 to pnp_n and using [L3] shows that nN(log(1+pn)pn)\sum_{n\ge N}(\log(1+p_n)-p_n) converges absolutely.

step 1.1step 1.2L3
3.1

By [L4], npn\sum_n p_n converges if and only if nNlog(1+pn)\sum_{n\ge N}\log(1+p_n) converges.

step 2.1L4
4.1

The mm-th tail product equals exp(n=NN+m1log(1+pn))\exp(\sum_{n=N}^{N+m-1}\log(1+p_n)) by repeated use of [L5], so convergence of the logarithm series gives a nonzero tail-product limit.

step 3.1L5L6
5.1

Steps 3.1, 4.1, and 1.3 prove both directions, and [L6] makes finite initial zero factors harmless.

step 3.1step 4.1step 1.3L6
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The logarithm grows more slowly than every positive real power

Statement

For every α>0\alpha>0, limx+logxxα=0.\lim_{x\to+\infty}\frac{\log x}{x^\alpha}=0.

Facts & Assumptions

Given: A real α>0\alpha>0.

[L1]

exp(t)\exp(t) tends to ++\infty as t+t\to+\infty, and its range is (0,)(0,\infty) (The exponential tends to ++\infty at ++\infty and to 00 at -\infty, The natural logarithm as the inverse of the exponential function).

[L2]

For a>0a>0, t/exp(at)0t/\exp(at)\to0 as t+t\to+\infty (The exponential dominates every fixed nonnegative integer power at ++\infty).

[L3]

xα=exp(αlogx)x^\alpha=\exp(\alpha\log x) for x>0x>0, 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

technique · direct
1.1

Put t=logxt=\log x. As x+x\to+\infty, the inverse relation and [L1] give t+t\to+\infty.

L1
1.2

By [L3], logx/xα=t/exp(αt)\log x/x^\alpha=t/\exp(\alpha t).

L3
2.1

The right-hand side tends to 00 by [L2], which proves the claim.

step 1.1step 1.2L2
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The p-series for a real exponent p converges exactly when p is greater than one

Statement

For every real pp, k11kp convergesp>1.\sum_{k\ge1}\frac1{k^p}\text{ converges}\quad\Longleftrightarrow\quad p>1.

Facts & Assumptions

Proof

technique · direct
1.1

If p0p\le0, then 1/kp11/k^p\ge1 for k1k\ge1, so the terms do not tend to zero and the series diverges.

L2L4
1.2

Suppose p>0p>0 and set f(t)=(t+1)pf(t)=(t+1)^{-p}. By [L2] this is nonnegative and nonincreasing on [0,)[0,\infty), and its sampled series is k01/(k+1)p\sum_{k\ge0}1/(k+1)^p.

L1L2
2.1

If p=1p=1, then 0Nf(t)dt=log(N+1)\int_0^Nf(t)\,dt=\log(N+1), which is unbounded by [L3].

step 1.2L3
2.2

If p1p\ne1, the power derivative gives 0Nf(t)dt=((N+1)1p1)/(1p)\int_0^Nf(t)\,dt=((N+1)^{1-p}-1)/(1-p); this is bounded exactly when p>1p>1, using the exponential limits in [L3].

step 1.2L2L3
3.1

The integral test gives convergence exactly for p>1p>1 when p>0p>0, and step 1.1 handles p0p\le0.

step 1.1step 2.1step 2.2L1
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The two-point convexity inequality for the exponential function

Statement

For all x,yRx,y\in\mathbb R and 0t10\le t\le1, exp((1t)x+ty)(1t)expx+texpy.\exp((1-t)x+ty)\le(1-t)\exp x+t\exp y. If 0<t<10<t<1, equality holds exactly when x=yx=y.

Facts & Assumptions

Given: Reals x,yx,y and t[0,1]t\in[0,1].

[L3]

The exponential is positive and strictly increasing (The exponential function is strictly increasing).

Proof

technique · direct
1.1

Put d=yxd=y-x and g(s)=1s+sexpdexp(sd)g(s)=1-s+s\exp d-\exp(sd). Then g(0)=g(1)=0g(0)=g(1)=0 and g(s)=d2exp(sd)0g''(s)=-d^2\exp(sd)\le0.

L1L3
2.1

If 0<s<10<s<1, apply the mean value theorem to gg on [0,s][0,s] and [s,1][s,1]; since gg' is nonincreasing by the mean value theorem applied to gg', their slopes give g(s)/sg(s)/(1s)g(s)/s\ge-g(s)/(1-s), hence g(s)0g(s)\ge0.

step 1.1L1L2
3.1

Multiplying by expx>0\exp x>0 converts g(t)0g(t)\ge0 into the displayed inequality.

step 2.1L3
4.1

When 0<t<10<t<1 and d0d\ne0, g<0g''<0, so the slope comparison is strict and g(t)>0g(t)>0; when d=0d=0, equality is immediate.

step 1.1step 2.1L3
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

The weighted arithmetic-geometric mean inequality for real weights

Statement

Let n1n\ge1, let x1,,xn>0x_1,\ldots,x_n>0, and let w1,,wn0w_1,\ldots,w_n\ge0 satisfy i=1nwi=1\sum_{i=1}^nw_i=1. Then i=1nxiwii=1nwixi.\prod_{i=1}^n x_i^{w_i}\le\sum_{i=1}^nw_ix_i.

Facts & Assumptions

Given: Positive reals xix_i and nonnegative real weights wiw_i summing to 11.

[L1]

The two-point exponential inequality holds for every weight in [0,1][0,1] (The two-point convexity inequality for the exponential function).

[L3]

Mathematical induction is valid on natural numbers (The principle of mathematical induction).

Proof

technique · induction
1.1

For n=1n=1, w1=1w_1=1 and both sides are x1x_1.

basegiven
1.2

Assume the result for nn positive entries. For weights w1,,wn+1w_1,\ldots,w_{n+1}, if wn+1=1w_{n+1}=1 the claim is immediate; otherwise put W=1wn+1>0W=1-w_{n+1}>0, vi=wi/Wv_i=w_i/W for ini\le n, and P:=i=1nxiviP:=\prod_{i=1}^nx_i^{v_i}.

ihgiven
1.3

Applying [L1] to logP,logxn+1\log P,\log x_{n+1} with weights W,wn+1W,w_{n+1} gives PWxn+1wn+1WP+wn+1xn+1P^Wx_{n+1}^{w_{n+1}}\le WP+w_{n+1}x_{n+1}.

L1L2
2.1

The viv_i are nonnegative and sum to one, so the induction hypothesis gives PA:=i=1nvixiP\le A:=\sum_{i=1}^nv_ix_i.

step 1.2ih
3.1

The left side in step 1.3 is i=1n+1xiwi\prod_{i=1}^{n+1}x_i^{w_i}, and step 2.1 makes its right side at most i=1n+1wixi\sum_{i=1}^{n+1}w_ix_i.

step 2.1step 1.3L2algebra
4.1

The base and induction steps prove the inequality for every n1n\ge1.

step 1.1step 3.1L3discharge-induction
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Young's inequality for conjugate real exponents

Statement

Let p,q>1p,q>1 satisfy 1/p+1/q=11/p+1/q=1. For u,v0u,v\ge0, uvupp+vqq.uv\le\frac{u^p}{p}+\frac{v^q}{q}.

Facts & Assumptions

Given: Conjugate real exponents p,q>1p,q>1 and nonnegative reals u,vu,v.

[L1]

Weighted AM-GM applies to positive entries with nonnegative weights summing to one (The weighted arithmetic-geometric mean inequality for real weights).

Proof

technique · direct
1.1

If u=0u=0 or v=0v=0, the inequality is immediate from nonnegativity of the two terms on the right.

L2
1.2

For u,v>0u,v>0, apply [L1] to up,vqu^p,v^q with weights 1/p,1/q1/p,1/q.

L1given
2.1

Its geometric side is (up)1/p(vq)1/q=uv(u^p)^{1/p}(v^q)^{1/q}=uv, and its arithmetic side is up/p+vq/qu^p/p+v^q/q.

step 1.2L2
3.1

Steps 1.1 and 2.1 cover all nonnegative u,vu,v.

step 1.1step 2.1
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Holder's inequality for finite sums and conjugate real exponents

Statement

Let p,q>1p,q>1 with 1/p+1/q=11/p+1/q=1. For real families (ai)i<n(a_i)_{i<n} and (bi)i<n(b_i)_{i<n}, i<naibi(i<naip)1/p(i<nbiq)1/q.\sum_{i<n}|a_ib_i|\le\left(\sum_{i<n}|a_i|^p\right)^{1/p}\left(\sum_{i<n}|b_i|^q\right)^{1/q}.

Facts & Assumptions

Given: A natural nn, conjugate exponents p,q>1p,q>1, and real families ai,bia_i,b_i for i<ni<n.

[L1]

Young's inequality says uvup/p+vq/quv\le u^p/p+v^q/q for u,v0u,v\ge0 (Young's inequality for conjugate real exponents).

[L2]

Finite sums obey termwise addition and scalar multiplication, including the empty-sum convention, and ab=ab|ab|=|a||b| (Finite sums and finite products, by recursion, Laws of finite sums and finite products, Basic properties of the absolute value).

Proof

technique · direct
1.1

Put A=(i<naip)1/pA=(\sum_{i<n}|a_i|^p)^{1/p} and B=(i<nbiq)1/qB=(\sum_{i<n}|b_i|^q)^{1/q}. If A=0A=0 or B=0B=0, 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.

L2L3
1.2

Suppose A,B>0A,B>0, and set ui=ai/Au_i=|a_i|/A, vi=bi/Bv_i=|b_i|/B. Then uip=viq=1\sum u_i^p=\sum v_i^q=1.

L2L3
2.1

Apply [L1] to ui,viu_i,v_i and sum over i<ni<n to obtain uivi1/p+1/q=1\sum u_iv_i\le1/p+1/q=1.

step 1.2L1L2
3.1

Multiplying by ABAB and using aibi=aibi|a_ib_i|=|a_i||b_i| gives the asserted inequality.

step 1.2step 2.1L2
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Minkowski's inequality for finite sums and real exponent p greater than one

Statement

Let p>1p>1. For real families (ai)i<n(a_i)_{i<n} and (bi)i<n(b_i)_{i<n}, (i<nai+bip)1/p(i<naip)1/p+(i<nbip)1/p.\left(\sum_{i<n}|a_i+b_i|^p\right)^{1/p}\le\left(\sum_{i<n}|a_i|^p\right)^{1/p}+\left(\sum_{i<n}|b_i|^p\right)^{1/p}.

Facts & Assumptions

Given: A natural nn, a real p>1p>1, and real families ai,bia_i,b_i for i<ni<n.

[L1]

Holder's inequality holds for finite sums and conjugate real exponents (Holder's inequality for finite sums and conjugate real exponents).

[L2]

Finite sums distribute over addition, and u+vu+v|u+v|\le|u|+|v| (Finite sums and finite products, by recursion, Laws of finite sums and finite products, Basic properties of the absolute value).

Proof

technique · direct
1.1

Let q=p/(p1)q=p/(p-1) and put C=(i<nai+bip)1/pC=(\sum_{i<n}|a_i+b_i|^p)^{1/p}. If C=0C=0, the claim is immediate.

L2L3
1.2

For C>0C>0, multiply ai+bip1|a_i+b_i|^{p-1} by ai+biai+bi|a_i+b_i|\le|a_i|+|b_i| and sum to get Cpaiai+bip1+biai+bip1C^p\le\sum|a_i||a_i+b_i|^{p-1}+\sum|b_i||a_i+b_i|^{p-1}.

L2L3
2.1

Apply Holder to both sums in step 1.2. Since (p1)q=p(p-1)q=p, their common second factor is Cp1C^{p-1}.

step 1.2L1L3
3.1

Thus Cp(A+B)Cp1C^p\le(A+B)C^{p-1}, where A,BA,B are the two right-side norms; dividing by Cp1>0C^{p-1}>0 proves the claim.

step 1.1step 2.1L3
DefinitionDefinition: AI-adaptedProof: Not applicableaudited 2026-08-02Open item page →

The six hyperbolic functions and their natural domains

Definition

For xRx\in\mathbb R, define sinhx:=expxexp(x)2,coshx:=expx+exp(x)2,\sinh x:=\frac{\exp x-\exp(-x)}2,\qquad\cosh x:=\frac{\exp x+\exp(-x)}2, tanhx:=sinhxcoshx,sechx:=1coshx.\tanh x:=\frac{\sinh x}{\cosh x},\qquad\operatorname{sech}x:=\frac1{\cosh x}. For x0x\ne0, define cothx:=coshxsinhx,cschx:=1sinhx.\coth x:=\frac{\cosh x}{\sinh x},\qquad\operatorname{csch}x:=\frac1{\sinh x}.

The positivity of exp\exp makes coshx>0\cosh x>0 for every xx. If x0x\ne0, then xxx\ne-x, so strict increase of exp\exp makes expxexp(x)\exp x\ne\exp(-x); hence sinhx0\sinh x\ne0. Thus all four quotients above are defined on exactly their stated domains (The exponential is positive and satisfies exp(x)=1/exp(x)\exp(-x)=1/\exp(x), The exponential function is strictly increasing).

TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Addition formulas, identities, parity, and derivatives of the hyperbolic functions

Statement

For all real x,yx,y, sinh(x+y)=sinhxcoshy+coshxsinhy,cosh(x+y)=coshxcoshy+sinhxsinhy,\sinh(x+y)=\sinh x\cosh y+\cosh x\sinh y,\qquad\cosh(x+y)=\cosh x\cosh y+\sinh x\sinh y, cosh2xsinh2x=1,(sinhx)=coshx,(coshx)=sinhx.\cosh^2x-\sinh^2x=1,\qquad(\sinh x)'=\cosh x,\qquad(\cosh x)'=\sinh x. Moreover sinh:RR\sinh:\mathbb R\to\mathbb R is odd, strictly increasing, and onto; cosh:R[1,)\cosh:\mathbb R\to[1,\infty) is even and positive, and its restriction to [0,)[0,\infty) is strictly increasing and onto [1,)[1,\infty); and tanh:R(1,1)\tanh:\mathbb R\to(-1,1) is strictly increasing and onto. On their declared domains, (tanhx)=sech2x,(cothx)=csch2x,(sechx)=sechxtanhx,(cschx)=cschxcothx.(\tanh x)'=\operatorname{sech}^2x,\quad(\coth x)'=-\operatorname{csch}^2x,\quad(\operatorname{sech}x)'=-\operatorname{sech}x\tanh x,\quad(\operatorname{csch}x)'=-\operatorname{csch}x\coth x.

Facts & Assumptions

Given: Real numbers x,yx,y.

[L1]

exp(u+v)=expuexpv\exp(u+v)=\exp u\exp v, exp(u)=1/expu\exp(-u)=1/\exp u, and expu>0\exp u>0 (The exponential addition formula exp(x+y)=exp(x)exp(y)\exp(x+y)=\exp(x)\exp(y), The exponential is positive and satisfies exp(x)=1/exp(x)\exp(-x)=1/\exp(x)).

[L3]

If a<ba<b and f:[a,b]Rf:[a,b]\to\mathbb R is continuous on [a,b][a,b] and differentiable on (a,b)(a,b), then some c(a,b)c\in(a,b) satisfies f(b)f(a)=f(c)(ba)f(b)-f(a)=f'(c)(b-a) (The mean value theorem, as the case g(x)=xg(x) = x of Cauchy's: for ff continuous on [a,b][a,b] with a<ba < b and differentiable on (a,b)(a,b) there is c(a,b)c \in (a,b) with f(b)f(a)=f(c)(ba)f(b) - f(a) = f'(c)(b-a)).

[L4]

expx\exp x\to\infty as xx\to\infty and expx0\exp x\to0 as xx\to-\infty (The exponential tends to ++\infty at ++\infty and to 00 at -\infty).

[L6]

For every real xx, sinhx=(expxexp(x))/2\sinh x=(\exp x-\exp(-x))/2 and coshx=(expx+exp(x))/2\cosh x=(\exp x+\exp(-x))/2; tanhx=sinhx/coshx\tanh x=\sinh x/\cosh x and sechx=1/coshx\operatorname{sech}x=1/\cosh x; and, when x0x\ne0, cothx=coshx/sinhx\coth x=\cosh x/\sinh x and cschx=1/sinhx\operatorname{csch}x=1/\sinh x. Moreover coshx>0\cosh x>0 for every xx, and sinhx0\sinh x\ne0 when x0x\ne0 (The six hyperbolic functions and their natural domains).

[L7]

Differentiability implies continuity (A function differentiable at cc is continuous at cc).

Proof

technique · direct
1.1

Substitute the exponential definitions of [L6] and use [L1]; collecting terms gives both addition formulas, parity, and cosh2xsinh2x=1\cosh^2x-\sinh^2x=1.

L1L6algebra
2.1

Differentiating the exponential definitions of [L6] gives (sinhx)=coshx(\sinh x)'=\cosh x and (coshx)=sinhx(\cosh x)'=\sinh x; on the domains supplied by [L6], differentiating the quotients and using step 1.1 gives the four displayed reciprocal-function derivatives.

step 1.1L2L6algebra
2.2

The exponential formulas give sinhx\sinh x\to\infty, coshx\cosh x\to\infty, and tanhx1\tanh x\to1 as xx\to\infty; oddness gives the corresponding limits -\infty and 1-1 at -\infty.

step 1.1L1L4algebra
3.1

By [L6], coshx>0\cosh x>0 and sinhx\sinh x is nonzero away from 00; the defining formula gives sinh0=0\sinh0=0. Thus sinh=cosh>0\sinh'=\cosh>0 everywhere. For a<ba<b, step 2.1 and [L7] give the hypotheses of [L3] for sinh\sinh on [a,b][a,b], so for some c(a,b)c\in(a,b), sinhbsinha=coshc(ba)>0\sinh b-\sinh a=\cosh c\,(b-a)>0. Hence sinh\sinh is strictly increasing.

step 2.1L3L6L7algebra
4.1

The oddness and strict increase of sinh\sinh make sinhx>0\sinh x>0 for x>0x>0. Thus for 0a<b0\le a<b, step 2.1 and [L7] let [L3] give coshbcosha=sinhc(ba)>0\cosh b-\cosh a=\sinh c\,(b-a)>0 for some c(a,b)c\in(a,b), so cosh\cosh is strictly increasing on [0,)[0,\infty). Also sechx>0\operatorname{sech}x>0, so for a<ba<b the same argument gives tanhbtanha=sech2c(ba)>0\tanh b-\tanh a=\operatorname{sech}^2c\,(b-a)>0 for some c(a,b)c\in(a,b); hence tanh\tanh is strictly increasing.

step 1.1step 2.1step 3.1L1L3L6L7
5.1

The functions are continuous by step 2.1 and [L7]. Their monotonicity, the values cosh0=1\cosh0=1, and the endpoint limits of step 2.2 let the intermediate value theorem give exactly the three stated ranges.

step 2.1step 3.1step 4.1step 2.2L5L7
TheoremStatement: AI-adaptedProof: AI-generatedprecheck passaudited 2026-08-02Open item page →

Logarithm formulas for inverse sinh, inverse cosh, and inverse tanh on their natural domains

Statement

The strictly increasing bijections sinh:RR\sinh:\mathbb R\to\mathbb R, cosh:[0,)[1,)\cosh:[0,\infty)\to[1,\infty), and tanh:R(1,1)\tanh:\mathbb R\to(-1,1) have inverse functions satisfying arsinhu=log(u+u2+1),\operatorname{arsinh}u=\log(u+\sqrt{u^2+1}), arcoshu=log(u+u21)(u1),\operatorname{arcosh}u=\log(u+\sqrt{u^2-1})\quad(u\ge1), artanhu=12log1+u1u(u<1).\operatorname{artanh}u=\frac12\log\frac{1+u}{1-u}\quad(|u|<1).

Facts & Assumptions

Given: A real uu in the stated domain.

[L1]

The hyperbolic identities hold, and sinh:RR\sinh:\mathbb R\to\mathbb R, cosh:[0,)[1,)\cosh:[0,\infty)\to[1,\infty), and tanh:R(1,1)\tanh:\mathbb R\to(-1,1) are strictly increasing bijections (Addition formulas, identities, parity, and derivatives of the hyperbolic functions, The six hyperbolic functions and their natural domains).

[L2]

log\log is the inverse of exp\exp and satisfies its product and reciprocal laws (Order, continuity, range, and the product, quotient, and reciprocal laws for the natural logarithm).

Proof

technique · direct
1.1

Solving sinhz=u\sinh z=u after putting v=expz>0v=\exp z>0 gives v22uv1=0v^2-2uv-1=0, hence v=u+u2+1>0v=u+\sqrt{u^2+1}>0 and z=log(u+u2+1)z=\log(u+\sqrt{u^2+1}).

L1L2L3
1.2

Solving coshz=u\cosh z=u with z0z\ge0 gives v22uv+1=0v^2-2uv+1=0 and the allowed root v=u+u21v=u+\sqrt{u^2-1}, hence the displayed arcosh formula.

L1L2L3
1.3

Solving tanhz=u\tanh z=u gives v2=(1+u)/(1u)>0v^2=(1+u)/(1-u)>0, so z=12log((1+u)/(1u))z=\frac12\log((1+u)/(1-u)).

L1L2
2.1

The strict monotonicity and stated ranges in [L1] make each algebraic solution the unique inverse value on its declared domain.

step 1.1step 1.2step 1.3L1

5 · Examples, counterexamples and false statements

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