How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Roots, Rational Powers, and Classical Inequalities
1 · Prerequisites
2 · Summary
Objective. This page builds exponentiation inside as far as it can honestly be built with the tools the library currently owns, and then proves the classical inequalities that live at that level. The tools are the field axioms, the order, and the least-upper-bound property (Complete ordered field (least-upper-bound property)). No proof on this page uses the exponential function, logarithm, continuity, or infinite series; a limit of a sequence of reals is defined in the Cauchy construction (Limits and Cauchy sequences of reals), but no proof on this page uses one. So every exponent on this page is an integer or a rational, and every proof is a finite algebraic argument plus, in exactly one proof, the least-upper-bound property.
The construction runs in three stages. First, finite sums and finite products are defined by recursion (Finite sums and finite products, by recursion, resting on The recursion theorem) and their laws are proved by induction, because "" is notation and not a definition. Second, integer powers are defined by the same mechanism and their algebra and order behaviour established. Third, roots are produced: for and there is a unique nonnegative with (Existence and uniqueness of -th roots: a unique with ). That theorem is the one proof on this page that invokes the least-upper-bound property directly, and it is a generalisation of the already published Square roots exist: a unique with ; the positives are : the case is not new here and is not claimed to be. What is new is the passage to general , where the completed square that drives the square-root argument is replaced by the factorisation of and the Lipschitz estimate it yields (Factorisation of , and the resulting Lipschitz estimate).
Rational powers follow: for and
(Rational powers of a positive base). Two things about that definition deserve
attention. Its well-definedness is a theorem, not an observation: different
representatives of the same rational must give the same value, and
Rational powers do not depend on the representative proves they do, which is why it is recorded
in the definition's justified_by rather than in its deps. And the
restriction to a positive base is forced, not stylistic:
FALSE: extends to negative bases shows that for the very same
formula assigns to and nothing at all to , though
and are the same rational.
The inequalities then follow one from the next. AM-GM (The arithmetic mean, geometric mean inequality) is proved by Cauchy's forward-backward induction, up a doubling sequence of natural numbers and then downward, with the equality case tracked throughout. The doubling sequence is defined by recursion inside rather than written , because a list length must be a natural number and would name a real (Integer powers gives powers of a real base only). Its weighted form (Weighted AM-GM inequality with rational weights) is stated for rational weights, and that restriction is not laziness: a real weight would require the symbol , which does not exist in this library. Young's inequality (Young's inequality for products (rational conjugate exponents)) is the two-weight case, Hölder (Hölder's inequality for finite sums (rational exponents)) is Young summed after normalisation, and Minkowski (Minkowski's inequality for finite sums (rational exponent)) is Hölder applied twice with the conjugate exponent , which is rational exactly because is. Cauchy-Schwarz (The Cauchy-Schwarz inequality for finite sums) is proved separately and by a route that uses no root at all, from the nonnegativity of ; its root form is a restatement, reached through the already published Square roots exist: a unique with ; the positives are rather than through the -th roots of this page. Bernoulli's inequality (Bernoulli's inequality ) sits outside that chain: it is proved here as a classical inequality of exactly this level, for its own sake rather than as a step towards the others, and nothing else on this page rests on it.
Two false statements guard the boundary of what has been built. No real number squares to a negative one (FALSE: every real number has a real square root), in any ordered field and with no appeal to completeness, though odd roots of negatives do exist and the map is a bijection of for odd . And the rational-power formula does not survive the passage to negative bases (FALSE: extends to negative bases). The closing remark (Why real exponents are deferred on the rational-powers page) is honest about the ceiling: for real can be defined here as , and that supremum does exist, but the power laws for it cannot be proved without limits. General powers require further analytic development, through the exponential and logarithm, and are deliberately outside this page's dependency closure.
3 · Logical flowchart
4 · Definitions, theorems and proofs
Finite sums and finite products, by recursion
Definition
Throughout this page is the complete ordered field (Complete ordered field (least-upper-bound property)), in particular an ordered field (Ordered field) and a field (Field), and is the set of natural numbers (The natural numbers (von Neumann)) with successor (Addition of natural numbers).
Let be a sequence of reals, written for . Finite sums and finite products of are defined by recursion on the upper index, which is legitimate because of the recursion theorem (The recursion theorem). That theorem produces a function of one variable, so the running index has to be carried along inside the value: applying it to the set , the starting element and the function gives a unique with
Write for its two coordinates.
The first coordinate is the index itself, and that is a small induction, not an observation (The principle of mathematical induction). Indeed ; and if , then , so . By induction for every . Only now may the second coordinate of the two displayed clauses be read off, and doing so gives
is moreover the unique function with those two properties: if also has them then satisfies the two clauses defining , hence equals by the uniqueness clause of The recursion theorem, so .
We write . The same construction with starting element and , with the same induction on the first coordinate and the same uniqueness argument, gives the unique with
and we write .
Notation. For we abbreviate
and, for a general lower index with , writing for the number of terms,
When we have and the sum is empty, with value , while the empty product has value . In the same spirit is notation for the empty sum and for the empty product ; the index never occurs as an element of and is only a way of writing "no terms".
Only finitely many values of enter , so the notation and is also used for a list of reals given without reference to any extension of the list to all of : extend the list by (respectively ) for and apply the definition above.
Remarks
- Why recursion and not "". The dots are not a definition: they presuppose that the displayed pattern determines a value for every , which is exactly what the recursion theorem (The recursion theorem) supplies, and its uniqueness clause is what makes a single well-determined real rather than a family of choices. Associativity and commutativity of addition are not used in the definition; they are used in the laws proved from it (Laws of finite sums and finite products).
- Naturals and rationals inside (a convention used on the whole page). A natural number and a rational number are not literally elements of : they enter through the canonical embedding , which is an injective, order-preserving field homomorphism (The unique embedding of ℚ into an ordered field), restricting on positive naturals to (Canonical naturals are positive and strictly increasing). Following ordinary practice, and only where no confusion is possible, we write for and for ; so, for instance, means , which makes sense because for . Exponents are the one place where the identification is deliberately NOT made: in and the exponent stays a natural, an integer or a rational (Integer powers , Rational powers of a positive base), never a real.
- The two indexings are related by , so a statement proved for one is available for the other. Sums over are the primitive form here because , the empty sum, is then the base case of every induction, and no index outside is ever needed.
Laws of finite sums and finite products
Statement
Let be sequences of reals, let , and let , with finite sums and finite products as in Finite sums and finite products, by recursion. Then:
- Additivity. .
- Scaling. ; in particular , where denotes the canonical natural (The unique embedding of ℚ into an ordered field, Canonical naturals are positive and strictly increasing).
- Splitting. If then , and .
- Monotonicity. If for all then . In particular, if for all then , every single term satisfies for , and forces for every .
- Telescoping. .
- Products. ; if for all then , and if for all then .
Facts & Assumptions
Given: Sequences , a real , and naturals . Write and .
Recursion clauses (Finite sums and finite products, by recursion): and ; and ; and for , likewise for products.
Field axioms: addition and multiplication are associative and commutative, and are the identities, , and multiplication distributes over addition (Field, Ordered field); and , which is not an axiom but a lemma (Multiplication by zero: ).
Induction principle: a property holding at and inherited by successors holds at every natural (The principle of mathematical induction).
Adding inequalities: and imply . Order is preserved by adding a constant and by adding inequalities states the STRICT forms and only those (, and with giving ); the nonstrict form used throughout below is those two together with the cases and , which are settled by trichotomy, the order being total and transitive (Ordered field).
The canonical embedding is a field homomorphism, so and , and for (The unique embedding of ℚ into an ordered field, Canonical naturals are positive and strictly increasing).
Sign rules: a product of two positives is positive (Sign rules for products and monotonicity of multiplication, claim 1), and a product of two nonnegatives is nonnegative, since a factor equal to makes the product (Multiplication by zero: ) and otherwise both factors are positive; and , which is proved in The multiplicative identity is positive and stated by none of the items named above.
Proof
Base case : every claim holds at , since both sides of claim 1 are , both sides of claim 2 are and , claim 4 reads with no term to bound and the hypothesis giving nothing to prove, claim 5 reads , and claim 6 reads with .
Inductive hypothesis: fix and assume claims 1, 2, 4, 5 and 6 hold for this and for all sequences and all .
Splitting, claim 3, by a separate induction on the number of trailing terms with fixed: for the claim reads and , which hold; and if , then by associativity, and identically for products with in place of and multiplication in place of addition, so induction on gives claim 3 for every .
Additivity at : , using the recursion clause, the hypothesis, and commutativity with associativity of addition.
Scaling at : by the recursion clause, the hypothesis and distributivity; taking for all gives .
Monotonicity at : assume for all ; then for all , so the hypothesis gives , and adding the inequality gives .
Telescoping at : , by the recursion clause, the hypothesis and the field identities.
Products at : by the recursion clause, the hypothesis, and commutativity with associativity of multiplication; and if every for then is a product of two nonnegatives, hence nonnegative, with the same argument giving positivity from positivity since .
Consequences of monotonicity, completing claim 4: monotonicity itself holds at every , by the induction principle applied to the base case of step 1.1 and the successor step 2.3, so it is available for an arbitrary in what follows; if for all then comparing with the zero sequence gives ; for splitting at and then at writes with the first and third summands , so ; and if moreover then for every , so .
By the induction principle claims 1, 2, 4, 5 and 6 hold for every , and claim 3 was proved in step 1.3 with its consequences in step 3.1, so all six laws hold.
Integer powers
Definition
Let , where is the ambient ordered field (Ordered field, Field).
Natural exponents. By the recursion theorem (The recursion theorem) applied to the set , the starting element and the function , there is a unique function , written , with
Thus , , and so on. Note that this is defined for every , including .
Negative exponents. If and with , set
Why that is legitimate. The right-hand side presupposes that is
invertible, that is, that . This is a proof obligation and not an
observation, and it is discharged by claim 2 of Laws of integer exponents ↗: for
in a field, for every , proved there by induction on
from the fact that a field has no zero divisors (A field has no zero divisors: or ).
That lemma is a statement about the operation introduced here, so it depends on
this definition and is recorded in this item's justified_by rather than in its
deps (SCHEMA §3). Given , the value is a single
well-determined element, because multiplicative inverses in a field are unique
(Identities and inverses in a field are unique).
Integer exponents. Every integer (The integers as equivalence classes of pairs of naturals) is either or for a unique natural , where is the embedding (The naturals embed in the integers, Arithmetic on the integers). This too is a citation and not a slogan: the order on is total (The integers form a totally ordered ring), so or ; the image of is exactly the set of nonnegative integers, and each of them is for a unique natural (The naturals embed in the integers); and if then , by compatibility of the order with addition (The integers form a totally ordered ring), so and , with unique because is injective. The two clauses above therefore define for every whenever , and for every for arbitrary . The clauses are consistent where they overlap: the only overlap is , where and .
Remarks
- The convention is adopted here, and it is not a matter of taste but of agreement with the recursion above: is the starting value for every , exactly as the empty product is (Finite sums and finite products, by recursion). This is the convention that makes the empty product, the binomial theorem, and polynomial notation work at without an exception. The competing convention " undefined" belongs to contexts where is studied as a function of two real variables and one wants continuity, which is unavailable and irrelevant here: the exponent in is an integer, never a real.
- for every , since , a product with a zero factor (Multiplication by zero: ); and is not defined for , since has no inverse.
- The exponent is an integer and stays an integer. Rational exponents are a separate construction resting on the existence of roots (Existence and uniqueness of -th roots: a unique with , Rational powers of a positive base), and real exponents are not available at this point in the reading order; they are introduced later in Real powers for positive bases, with the zero-base positive-exponent convention ↗ (see Why real exponents are deferred on the rational-powers page).
- The laws , and are proved, not assumed, in Laws of integer exponents ↗; the order behaviour of is Monotonicity of and of .
Laws of integer exponents
Statement
Let be elements of a field (Field) and let integer powers be as in Integer powers .
- For all : , and .
- If then for every , and for every (Arithmetic on the integers).
- If and then all three identities of claim 1 hold for all .
Facts & Assumptions
Given: Elements of a field , naturals and integers ranged over by in claims 2 and 3.
Definition of powers (Integer powers ): and for ; and for and , the two clauses agreeing at .
Induction principle (The principle of mathematical induction).
Field arithmetic: multiplication is associative and commutative with identity , and every nonzero element has an inverse (Field); inverses are unique (Identities and inverses in a field are unique, which states uniqueness and nothing further), and HENCE, for , and , since and exhibit inverses that uniqueness then identifies.
A field has no zero divisors: implies or (A field has no zero divisors: or ).
is a commutative ring in which every element is or for a unique natural (The integers form a commutative ring, The naturals embed in the integers, Arithmetic on the integers); we write for .
Proof
Base cases at for the addition law, the product law and nonvanishing: for every ; ; and if then .
Inductive hypothesis: fix and assume for all , , and whenever . The iterated-power law is deliberately NOT carried in this hypothesis: its successor step needs the addition law at the exponent pair , whose second entry is not the current stage, so that law must be finished first and the iterated law proved afterwards.
For and every integer , : for this is the definition together with the agreement of the two clauses at , and for with it reads , which holds because and at . That last substitution needs , which is NOT free here and must not be read off the definition, since the definition of the negative clause is what is being justified; it is instead a self-contained induction on , from and the fact that is a product of two nonzero elements of a field, hence nonzero.
Successor step for the addition law, the product law and nonvanishing: for every ; ; and if then is a product of two nonzero elements, hence nonzero.
By the induction principle, for all : and , and whenever . The addition law is thereby available at EVERY pair of natural exponents, which is exactly what the iterated-power law needs.
The iterated-power law for natural exponents, , by a second induction on with fixed: at both sides are , since ; and if then , where the third equality is the addition law of step 3.1 at the pair , legitimate precisely because that law is by now proved for all pairs of naturals. This completes claim 1.
For and every integer , : for this is the recursion clause, and for with we compute .
For the product law holds for all integers : for it is step 3.1, and for with we get .
For , every integer and every natural , , by induction on : the case is , and if then by step 4.2 applied to the integer and by the recursion clause.
For the addition law holds for all integers : writing or with , the case is step 5.1, while for step 5.1 applied to the integer gives , hence .
For the iterated-power law holds for all integers : for induction on gives , the third equality by the integer addition law of step 6.1 at the pair , with base ; and for with , , using that by step 3.1 and step 1.3.
Claims 1, 2 and 3 are therefore established: the addition, product and iterated-power laws for natural exponents together with nonvanishing by steps 3.1 and 4.1, the identity by step 1.3, and the three integer-exponent laws by steps 6.1, 4.3 and 7.1.
Monotonicity of and of
Statement
Let be an ordered field (Ordered field), let and let , with powers as in Integer powers .
- Signs. If then , and if then .
- Strict monotonicity in the base. If and then . Consequently, for and : and , and is injective on .
- Comparison with the base. If and then ; if and then ; and if then .
- Monotonicity in the exponent. If then whenever in ; if then for all ; and if then whenever .
Facts & Assumptions
Given: An ordered field , elements and naturals .
Definition of powers (Integer powers ): and .
Induction principle (The principle of mathematical induction).
Sign and scaling rules: a product of positives is positive, and for , (Sign rules for products and monotonicity of multiplication); the positives are closed under addition and satisfy trichotomy (Ordered field); and (The multiplicative identity is positive, which is where that fact is proved: neither of the two items just named states it).
Multiplying inequalities of nonnegatives: if and then , and if and then (Multiplying inequalities of positives).
Trichotomy and transitivity of the order: for exactly one of , , holds, and and are transitive (Ordered field).
The order on the exponents: holds exactly when for some natural (Order on the natural numbers), and holds exactly when (Discreteness: is the immediate successor); combining the two, holds exactly when for some natural .
Proof
Base case : , so claim 1 holds; claim 2 is vacuous at ; and , so claim 3 holds at in the nonstrict readings.
Inductive hypothesis: fix and assume, for all : and ; and , with when moreover and .
Signs at : if then is a product of two nonnegatives, hence , and if it is a product of two positives, hence .
Strict monotonicity at , assuming : then , and the hypothesis gives with by step 2.1; if then since ; if then by multiplying by , and by multiplying by , so by transitivity; and in either case gives by [L4].
By the induction principle, claims 1 and 2 hold for every , in the form: ; ; and with gives .
The equivalences of claim 2 follow by trichotomy: for and , if then neither (which would give ) nor (which would give ) is possible, so ; the form is the negation of the form with and exchanged; and injectivity is the case , where and are both excluded.
Claim 4: for we have , multiplying by , so is strictly increasing in , and hence whenever : writing with and inducting on , the case is that one-step inequality and the passage from to is by transitivity; for an induction gives for all ; and for we have , so is strictly decreasing in and the same induction on the gap gives for .
Claim 3: if and then applying step 4.1 to gives , and since by the same argument and ; if the same computation gives ; and if then .
All four claims are proved: signs and strict monotonicity in the base by the induction of steps 1.1 and 3.1, the order equivalences and injectivity by trichotomy, and the comparisons with the base and the behaviour in the exponent by steps 6.1 and 5.2.
Bernoulli's inequality
Statement
Let be an ordered field (Ordered field), let with , and let , with powers as in Integer powers and with also denoting the canonical natural (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field). Then
and equality holds if and only if or .
Facts & Assumptions
Given: An ordered field , an element of it, and a natural number , with written .
Definition of powers (Integer powers ): and .
Induction principle (The principle of mathematical induction).
Order and scaling: for , implies . Sign rules for products and monotonicity of multiplication gives only the strict rule for , so this is that rule together with the case , and with the case , where both sides are (Multiplication by zero: ). Likewise adding a constant preserves the order, where Order is preserved by adding a constant and by adding inequalities again states only the strict form and the nonstrict one adds the case of equality; trichotomy is what settles those cases (Ordered field).
Squares are nonnegative: for (Squares of nonzero elements are positive), and because a product with a zero factor vanishes (Multiplication by zero: ), which is also what makes below; so for every .
Canonical naturals: , , and for , so for every (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field).
Proof
Base case : and , so the inequality holds with equality.
Inductive hypothesis: fix and assume .
Since we have , and this is exactly what licenses multiplying the inductive inequality by without reversing it.
The discarded term is nonnegative: , since and , so scaling the inequality by the nonnegative factor gives ; the scaling rule, and not the nonnegativity of the two factors on its own, is what licenses this.
Equality analysis, the strict direction: if and with , then , by a second induction, on , over the statement ; for we have because ; and assuming for some , there are two possibilities: if then while , and if then and , so the strict inequality passes to in either case.
Multiplying the hypothesis by and expanding: .
Equality analysis, the easy direction: at both sides are , and at both sides are , so equality holds whenever ; and if both sides are for every , since .
Hence , which is the claim at .
By the induction principle the inequality holds for every and every , and by steps 2.2 and 1.5 equality holds exactly when or .
Factorisation of , and the resulting Lipschitz estimate
Statement
Let and let with , with powers as in Integer powers and finite sums as in Finite sums and finite products, by recursion. Then
Lipschitz estimate. If then
where denotes the canonical natural (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field). This estimate is the form in which the factorisation is used, later on this page, to prove that -th roots exist.
Facts & Assumptions
Given: Elements of and a natural . Define by for and for ; only the values occur below.
Definition of powers (Integer powers ): and .
Laws of finite sums (Laws of finite sums and finite products, themselves proved by induction, The principle of mathematical induction): telescoping ; scaling and the constant sum ; and monotonicity, for all implies .
Laws of integer exponents (Laws of integer exponents): for .
Monotonicity of powers (Monotonicity of and of ): implies .
Multiplying inequalities of nonnegatives: and imply . Multiplying inequalities of positives states exactly this nonstrict form, alongside the strict one, and it is the only product-of-inequalities move used below. Two instances occur: in step 1.3 with the four nonnegatives and , and in step 4.1 with and , which yields . No instance with a possibly negative factor and no strict instance is needed, so the multiplicative order claims of Sign rules for products and monotonicity of multiplication, which are strict and require a nonzero multiplier, are not what carries either move.
Proof
The consecutive differences of factor: for , , using and .
The endpoints of are and .
Now assume ; then for every , and , so .
Also and , and because gives .
Telescoping the differences: .
Pulling the constant factor out of the same sum: .
Summing the bound of step 1.3 over and using monotonicity and the constant sum: .
Comparing the two evaluations gives , and multiplying both sides by gives the stated factorisation .
Multiplying the inequality of step 2.3 by the nonnegative factor and substituting into the factorisation gives ; the multiplication is the instance of [L5] with and , the left-hand nonnegativity holding because every term is nonnegative by step 1.3 and finite sums are monotone. Together with this is the Lipschitz estimate.
Existence and uniqueness of -th roots: a unique with
Statement
Let be a complete ordered field (Complete ordered field (least-upper-bound property)). For every with and every with there is a unique with and (Integer powers ); we write
Moreover when , and .
This generalises the published Square roots exist: a unique with ; the positives are , and the case is not new. That theorem already produces the unique with , and it is cited as such throughout the library; the notation introduced here is the same number. What is new is the passage to general : the completed square that drives the argument has no direct analogue, and its place is taken by the factorisation of and the resulting Lipschitz estimate (Factorisation of , and the resulting Lipschitz estimate).
Facts & Assumptions
Given: A complete ordered field (Complete ordered field (least-upper-bound property)), that is, an ordered field (Ordered field) with the least-upper-bound property; an element ; and a natural , with written (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field).
Least-upper-bound property: every nonempty subset of that is bounded above (Lower bound, bounded below, bounded set) has a least upper bound, and it is unique, so the notation is legitimate (Complete ordered field (least-upper-bound property), Suprema and infima are unique).
Epsilon characterisation of the supremum: if is nonempty and bounded above and , then for every there is with (Epsilon characterisation of the supremum).
Monotonicity of powers (Monotonicity of and of ): is strictly increasing on for , hence injective there; implies and implies ; and implies .
Lipschitz estimate (Factorisation of , and the resulting Lipschitz estimate): if and then .
Order arithmetic: adding a constant preserves the order and for , (Order is preserved by adding a constant and by adding inequalities, Sign rules for products and monotonicity of multiplication), both stated there for the STRICT order alone, so where a is added or scaled below the move is that statement together with the case of equality, settled by trichotomy (Ordered field); , which is proved in The multiplicative identity is positive and stated by none of those three, hence ; and , since gives (Inverses of positives are positive, and reciprocation reverses order, claim 2).
Trichotomy: for exactly one of , , holds; consequently any two elements have a minimum (Ordered field).
A product with a zero factor vanishes: (Multiplication by zero: ).
Proof
If then satisfies and , since for ; so existence holds in that case and we assume from here on.
Uniqueness holds as soon as a root exists: if satisfy , then strict monotonicity of on the nonnegatives rules out both and , so by trichotomy.
Define ; then , because and , so is nonempty.
The element is an upper bound of : since and we have and , so any satisfies , whence and .
By the least-upper-bound property exists in ; moreover because , and because is an upper bound and is the least one.
Put ; then , so and , and every with satisfies .
Assume, for contradiction, that ; by trichotomy either or .
(Case .) Put , which is since and , and put , so that and ; then , so the Lipschitz estimate gives , hence and , while contradicts that is an upper bound of .
(Case .) Here , since would give ; put and , so that and ; then , so the Lipschitz estimate gives , hence ; applying the epsilon characterisation with produces with , whence by strict monotonicity, contradicting .
Both cases of the disjunction in step 3.2 are impossible, so the assumption fails and ; this is the unique nonnegative -th root of by step 1.2, it satisfies when because would force , and at the element itself is a nonnegative solution of , so ; writing for it, the case recovers the already published of Square roots exist: a unique with ; the positives are .
Rational powers of a positive base
Definition
Let with and let (The rationals as equivalence classes of pairs of integers).
Every rational has a representative with positive denominator (Every rational has a positive-denominator representative), so write with and a positive integer; a positive integer is the image of a unique natural (The naturals embed in the integers), and we write for that natural too. Define
where is the unique nonnegative -th root of (Existence and uniqueness of -th roots: a unique with ) and the outer exponent is an integer power (Integer powers ). The outer power is legitimate because when , so it has an inverse and negative integer exponents are allowed.
Well-definedness. The right-hand side must not depend on which representative
of was chosen. It does not: that is Rational powers do not depend on the representative ↗,
which is recorded in this item's justified_by rather than in its deps, since
it is a statement about the operation defined here and therefore depends on
this definition.
The base must be positive. For the same formula is not a definition at all, because different representatives of the same rational give different answers, or no answer: see FALSE: extends to negative bases, which is exactly the item that justifies the restriction.
Supplementary clause for the base . For and rational (Order on the rationals) the displayed formula still makes sense and still does not depend on the representative: forces , and (Existence and uniqueness of -th roots: a unique with applies to every ). So we set for rational . For the expression is left undefined, since has no inverse. This clause is what lets the inequalities later on this page be stated for nonnegative entries rather than for positive ones only.
Remarks
- Consistency with integer powers. If then , (Existence and uniqueness of -th roots: a unique with ), and the definition returns as given by Integer powers . So the notation is unambiguous, and rational powers extend integer powers on positive bases. At it returns , so the root notation of Existence and uniqueness of -th roots: a unique with is the special case , as intended.
- for every and every , the exponent included. Writing with : the root is positive (Existence and uniqueness of -th roots: a unique with ); for the value is a natural power of a positive element, hence positive, which is claim 1 of Monotonicity of and of and covers as well, since ; and for the value is (Laws of integer exponents, claim 2), the inverse of a positive element, hence positive (Inverses of positives are positive, and reciprocation reverses order). Note that Monotonicity of and of is stated for natural exponents only, so it does not by itself settle the negative case; that is what the inverse step is for. The exponent laws are Laws of rational exponents and the order behaviour is Monotonicity of and of .
- The exponent is a rational, never a real. Nothing on this page is a limit, a series or a continuous function, and is computed in finitely many field operations once the root is available. What would be needed to go further, why it is deferred here, and where the library later defines for real are recorded in Why real exponents are deferred on the rational-powers page.
- The convention of Integer powers is untouched: is not covered by the supplementary clause, which asks for . So while for every rational . There is no inconsistency, only the familiar fact that the two-variable function has no continuous extension to , a statement this library cannot even make yet.
Rational powers do not depend on the representative
Statement
Let with , and let and with satisfy in (The rationals as equivalence classes of pairs of integers). Then
Consequently the value of Rational powers of a positive base depends only on the rational and not on the representative chosen for it, so Rational powers of a positive base really does define a function on . The same conclusion holds in the supplementary case with (Order on the rationals), where every representative gives the value .
Facts & Assumptions
Given: A real , integers , and naturals with in .
Roots (Existence and uniqueness of -th roots: a unique with ): is the unique with , and when ; likewise for .
Laws of integer exponents (Laws of integer exponents, Integer powers ): for and integers , and .
Injectivity of on the nonnegatives for (Monotonicity of and of ); and a positive element has positive integer powers, since gives for and (Monotonicity of and of , Inverses of positives are positive, and reciprocation reverses order).
Equality of rationals (The rationals as equivalence classes of pairs of integers): holds exactly when in .
Positivity of a rational and of its numerator (Order on the rationals, Order on the integers, The naturals embed in the integers): the order on is read off any representative with positive denominator, and on such a representative one has exactly when in ; a positive integer is the image of a unique natural , so then .
Proof
Put and ; since we have and , hence and .
The hypothesis says exactly that in , and .
Raising to the power and using the iterated-power law twice: .
The same computation for : .
Since , the two right-hand sides agree, so .
Both and are positive and , so injectivity of on the nonnegatives forces , which is the displayed identity; hence is independent of the representative, and in the supplementary case with every representative of with has in , hence , so for all of them.
Laws of rational exponents
Statement
Let with and let , with rational powers as in Rational powers of a positive base. Then:
- .
- .
- ; in particular for every natural .
- .
- .
Claims 2 and 3 persist in the supplementary case of Rational powers of a positive base: for and rationals (Order on the rationals) one still has and . The two identities degenerate differently, and it is worth saying how. In the product identity, a zero base on either side makes both sides . In the addition identity only the base occurs, so it degenerates only when , and then both sides are ; when that identity holds with no hypothesis on at all.
Facts & Assumptions
Given: Reals and rationals .
Definition and well-definedness (Rational powers of a positive base, Rational powers do not depend on the representative): for ANY representative with and natural, ; and is the unique with (Existence and uniqueness of -th roots: a unique with ), which is when .
Laws of integer exponents (Laws of integer exponents, Integer powers ): for and integers , , , and .
Positivity and injectivity: implies for every NATURAL (Monotonicity of and of , claim 1), and hence for every integer , since (Laws of integer exponents, claim 2) and the inverse of a positive element is positive (Inverses of positives are positive, and reciprocation reverses order); and is injective on for (Monotonicity of and of , claim 2).
Rational arithmetic (Arithmetic on the rationals, The rationals as equivalence classes of pairs of integers): any two rationals can be written with a common positive denominator, , , and .
The order on (The rationals form a totally ordered field, Order on the rationals) is compatible with addition, so and imply .
The supplementary clause of Rational powers of a positive base: for every rational , while is left undefined for rational and the convention of Integer powers is untouched. In a field, a product with a factor is (Multiplication by zero: ).
Proof
Choose a common denominator: there are a natural and integers with and ; then and .
Roots of a product: for and the element is positive and satisfies , so by uniqueness of the nonnegative -th root .
Claim 1: with , and a positive element has positive integer powers, so .
Claim 3: , using the root-of-a-product identity and then the integer product law.
Claim 2: , the middle equality being the integer addition law applied to the nonzero base .
Claim 4: .
Claim 5: write and with , and put , so and ; then with , so by uniqueness of the nonnegative -th root; putting we get and , so is the nonnegative -th root of , that is ; therefore .
The supplementary nonnegative case, product identity: let and let be rational; if and this is step 2.2, and otherwise or , so and the left side is , while the right side has a factor and is therefore as well.
The supplementary nonnegative case, addition identity: the identity involves the base only, so nothing need be assumed about ; for it is step 3.1 verbatim, which uses only , and both sides are then positive rather than ; for the exponents satisfy , so the left side is and the right side is .
All five claims hold for positive bases and arbitrary rational exponents, together with the two supplementary identities for nonnegative bases and positive rational exponents.
Monotonicity of and of
Statement
Let with and let with (Order on the rationals), with rational powers as in Rational powers of a positive base.
- In the exponent. If then ; if then ; if then .
- In the base. If with and , then ; so is strictly increasing on .
- Comparison with . For rational : implies , and implies .
Facts & Assumptions
Given: A real and rationals ; write , a rational with .
Positive rationals have positive representatives: can be written with naturals and , . Every rational has a representative with positive denominator (Every rational has a positive-denominator representative); on such a representative holds exactly when in (Order on the rationals, Order on the integers); and a positive integer is the image of a unique natural (The naturals embed in the integers), which is what turns both the numerator and the denominator into naturals . The last passage is a genuine step and is what Rational powers do not depend on the representative uses at its own [L5].
Rational power laws (Laws of rational exponents, Rational powers do not depend on the representative, Rational powers of a positive base): ; ; and for the representative .
Roots (Existence and uniqueness of -th roots: a unique with ): is the unique with , and it is when .
Integer power monotonicity (Monotonicity of and of ): for , is strictly increasing on (claim 2); for , implies (claim 3), while implies , which is claim 2 again with as the larger base and NOT claim 3, whose nonstrict would not suffice; and for every integer , by claim 4 for natural together with (Laws of integer exponents).
Order arithmetic: for , ; and trichotomy, exactly one of , , holds (Sign rules for products and monotonicity of multiplication, Ordered field).
Proof
Write , so is rational with , and fix a representative with naturals ; then with , so the comparison of with is exactly the comparison of with .
Claim 2, which needs no case split: let be rational with representative , , and let ; then , since would give ; raising to the power preserves the strict inequality between nonnegatives, so .
Case : then , because would give ; hence , and multiplying by gives .
Case : then shows by uniqueness of the nonnegative -th root, so for every rational with representative ; in particular .
Case : then , because would give ; hence by strict monotonicity of on the nonnegatives, , and multiplying by gives .
The three cases , , exhaust the possibilities for by trichotomy, so claim 1 holds; claim 3 is the comparison of with established inside the first and third cases; and claim 2 is step 1.2.
Triangle inequality for finite sums
Statement
Let be a sequence of reals and , with finite sums as in Finite sums and finite products, by recursion and the absolute value as in Absolute value in an ordered field. Then
Facts & Assumptions
Given: A sequence and a natural .
Recursion clauses (Finite sums and finite products, by recursion): and .
Two-term triangle inequality: (The triangle inequality).
Basic absolute value facts: and (Basic properties of the absolute value, Absolute value in an ordered field).
Adding a constant preserves the order: Order is preserved by adding a constant and by adding inequalities gives and states no nonstrict form, so the form used below, , is that statement together with the case , which trichotomy settles; and is transitive (Ordered field).
Induction principle (The principle of mathematical induction).
Proof
Base case : both sides are , since and , so the inequality holds.
Inductive hypothesis: fix and assume .
Splitting off the last term and applying the two-term triangle inequality: .
Adding to both sides of the inductive hypothesis gives , so transitivity yields .
By the induction principle the inequality holds for every .
The arithmetic mean, geometric mean inequality
Statement
Let with and let with for every . Write
the arithmetic mean and the geometric mean, where the -th root exists because (Existence and uniqueness of -th roots: a unique with , Laws of finite sums and finite products) and denotes the canonical natural , which is invertible since (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field). Then
and equality holds in either form if and only if .
The proof is Cauchy's forward-backward induction: the statement is proved first along a doubling sequence, by doubling, and then pulled back from a member of that sequence to every smaller by a descent that replaces the missing entry with the arithmetic mean of the others. That is why the induction below runs over the doubling scheme and not over directly.
One point of hygiene decides how the doubling scheme is written. The doubling index has to be a natural number, because it is used as the length of a list, as a bound on an index, and as the starting point of a descent. The symbol would not do: Integer powers defines powers of a real base, so denotes the real number , which is not a natural number and cannot index anything. The doubling sequence is therefore defined inside , by recursion (The recursion theorem):
and the induction below runs over , with as the list length. No identity relating to any real power is needed anywhere, and none is claimed.
Facts & Assumptions
Given: A natural and reals ; for let denote the statement "for all reals , where , with equality if and only if ".
A product with a zero factor is zero, (Multiplication by zero: ). Laws of finite sums and products (Laws of finite sums and finite products, Finite sums and finite products, by recursion): splitting of sums and of products at any index; the constant sum ; monotonicity of sums, with a sum of nonnegatives being only if every term is ; and a product of nonnegatives is nonnegative, of positives positive.
Roots (Existence and uniqueness of -th roots: a unique with ): every has a unique with , and when .
Power monotonicity (Monotonicity of and of , Integer powers ): is strictly increasing and injective on for , and preserves nonnegativity and positivity.
Integer exponent laws (Laws of integer exponents): and .
Order arithmetic: multiplying inequalities of nonnegatives, in both the strict and the nonstrict form (Multiplying inequalities of positives); adding inequalities and scaling by a positive, both of which Order is preserved by adding a constant and by adding inequalities and Sign rules for products and monotonicity of multiplication state for the STRICT order only, so the nonstrict forms used below are the strict ones together with the case of equality, which is settled by trichotomy (Ordered field); and the inverse of a positive element is positive (Inverses of positives are positive, and reciprocation reverses order).
Squares: , which is for (Squares of nonzero elements are positive, the only thing that item states) together with , a product with a zero factor (Multiplication by zero: ); and only for , the contrapositive of the same statement.
Induction principle (The principle of mathematical induction).
The doubling naturals: by the recursion theorem (The recursion theorem) applied to the set , the starting element and the function , there is a unique from to with and . Each is a natural number, available as a list length and as an index bound; the real number is never used and never mentioned.
Canonical naturals: for , is a field homomorphism, and we write for (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field).
Order and addition in (Order on the natural numbers, is a linear order on , Order is compatible with addition, Discreteness: is the immediate successor, Addition is associative, Addition is commutative): is a linear order; holds exactly when for some ; holds exactly when and exactly when , BOTH forms being stated in Order is compatible with addition and the nonstrict one being the one step 1.5 uses; holds exactly when (Discreteness: is the immediate successor); and addition is associative and commutative.
Proof
Base case : for a single entry we have and , so ; equality always holds, and the condition "all entries equal" is automatic for one entry.
Inductive hypothesis: fix , write for the -th doubling natural, and assume .
Reduction to positive entries: if some then , and equality means , hence , hence , hence every , that is, all entries equal; conversely all entries equal to gives both sides ; so holds for lists with a zero entry, and it is enough to prove for lists of strictly positive entries.
The two-entry case : for , , so , with equality exactly when , that is when .
The doubling naturals grow past their index: and for every , by induction on inside ; at , and ; and if and , then , so and . This inequality is between natural numbers throughout; nothing is transported into .
Doubling step, , where is again a natural number: let , put and , both positive, and let ; splitting the sum at gives , so ; splitting the product at and applying the hypothesis to each half gives ; and the two-entry case applied to gives , whence and therefore .
Descent step, for every natural , written in this direction so that no subtraction of naturals is needed: let and put ; define for and , so that and the arithmetic mean of is exactly ; applying gives , and dividing by gives ; moreover equality here holds exactly when , which by the equality clause of holds exactly when all of are equal, that is when , which in turn holds exactly when the are all equal, since a constant list equals its own mean; together with the zero-entry case this is .
Equality in the doubling step: with the notation of the doubling step 2.1, suppose ; then both inequalities in the chain are equalities, so first with gives by injectivity, hence by the equality clause of the two-entry case; and second, writing and with all four quantities positive, would give , so and likewise , whence by the equality clause of the first half is constant, equal to its mean , and the second half is constant, equal to ; so all entries are equal, and conversely entries all equal to give and .
By the induction principle, holds for every : the base is and the step is the doubling argument together with its equality clause.
Every is reached: by step 1.5, , so and for some ; now run a further induction on over the statement , "for every natural with , holds"; says , which is step 4.1; and if holds and satisfies , then with , so holds by and the descent step turns it into , giving ; applying to yields ; hence with equality exactly when all are equal.
Translation to the root form: satisfies and with , so , since would give ; and holds exactly when , by injectivity of on the nonnegatives, hence exactly when all are equal.
Weighted AM-GM inequality with rational weights
Statement
Let with , let with , and let be rational weights with (Order on the rationals) whose images under the canonical embedding (The unique embedding of ℚ into an ordered field) satisfy . Then
where is the rational power of Rational powers of a positive base.
Both sums are sums in , and that is not a detail. This library defines only for a sequence (Finite sums and finite products, by recursion); there is no finite sum of rationals and none is used here. The weights are therefore summed after being carried into by , and no step below sums anything outside . Nothing is lost by this reading, because is an injective field homomorphism: for the hypothesis is exactly in , and the conclusion reads . Below, is kept visible wherever a rational is being used as a real; elsewhere the page follows the usual convention of writing for (Finite sums and finite products, by recursion).
Why the weights are rational. The restriction is not laziness and it cannot be relaxed here. For a real weight the symbol has no meaning in this library at all: Rational powers of a positive base defines only for , and every proof on this page is a finite chain of field operations together with the least-upper-bound property. Real exponents require the exponential function and its inverse, which are built much later and by different means; the closing remark of this page records the situation in full. Taking and recovers the two-term case of The arithmetic mean, geometric mean inequality.
Facts & Assumptions
Given: A natural , reals , and rationals with , a sum in .
AM-GM (The arithmetic mean, geometric mean inequality): for with , .
Finite sums and products, defined ONLY for sequences (Finite sums and finite products, by recursion, Laws of finite sums and finite products): the recursion clauses and ; splitting of sums and products at any index , , where the tail is by definition the shifted sum (Finite sums and finite products, by recursion), and likewise for products; scaling ; and the constant sum . Every and written below is therefore a sum or product in .
Constant product: , by induction on from the recursion clauses and , with both sides equal to at (Finite sums and finite products, by recursion, Integer powers , The principle of mathematical induction).
Rational power laws (Laws of rational exponents, Rational powers of a positive base, Existence and uniqueness of -th roots: a unique with ): for and rationals : , (hence, by induction on the number of factors, , using also the constant product for the empty case), and .
Rational arithmetic, the order on and the embedding (Every rational has a positive-denominator representative, The rationals as equivalence classes of pairs of integers, Arithmetic on the rationals, Order on the rationals, The unique embedding of ℚ into an ordered field, Canonical naturals are positive and strictly increasing): on a representative with positive denominator, holds exactly when in (Order on the rationals, with the order on as in Order on the integers); a nonnegative integer is the image of a unique natural and a positive integer the image of a unique natural (The naturals embed in the integers), which is the step that licenses reading such an , and such a denominator, as a natural number; every single rational has a representative with positive denominator (Every rational has a positive-denominator representative states exactly this, for one rational; the passage to a common denominator for finitely many is NOT quoted from it and is carried out by the induction inside step 1.1); is an injective order-preserving field homomorphism, so , and ; on an integer is , with for a natural and injective on , hence injective on all of since there.
Induction principle (The principle of mathematical induction), used for the routine inductions on the number of terms below, and the recursion theorem (The recursion theorem), which is what defines a function on by a recursion clause.
Proof
Common denominator, by an induction written out rather than asserted. The claim at is: any rationals admit a natural and integers with for every . At take , there being no to produce. Assume the claim at and let be given: applying it to yields a natural and integers with , and has a representative with , hence with a natural ; then is a natural , and the integers for and satisfy and , since for . The claim at , applied to , fixes a natural and integers with . Finally each is a natural: read on the positive-denominator representative gives in , and a nonnegative integer is the image of a unique natural.
The numerators sum to in : applying scaling to the real sequence multiplies the hypothesis by to give , and since is multiplicative and in , so .
The partial sums of the numerators, inside : define by recursion, and for (and for ), so each is a natural number and ; then for every , by induction on , since and by additivity of and the recursion clause for finite sums.
Hence , an identity between natural numbers: steps 2.1 and 2.2 give , and is injective on .
The expanded list: define by whenever for some , and for ; this covers every exactly once, because the blocks for partition by step 3.1, and every with is positive since each .
Its sum and product, by a second induction written out rather than asserted. The claim at is and . At we have and all four expressions are the empty sum or the empty product . Assume the claim at . Since , splitting gives , and the tail is by definition , since ; every one of its terms equals , because for , so the constant sum evaluates it as , and therefore by the recursion clause for finite sums. The same computation with products in place of sums, the constant product in place of the constant sum, gives . At , where by step 3.1, this reads and .
Applying AM-GM to and substituting: , the last equality by scaling together with .
Rewriting the left-hand side with the rational power laws: , each being positive.
Combining the two displays gives , which is the assertion.
Young's inequality for products (rational conjugate exponents)
Statement
Let with and (Order on the rationals) be conjugate exponents, that is
Then for all with and ,
with the rational powers of Rational powers of a positive base (its supplementary clause gives , since ) and with the rationals acting on through the canonical embedding (The unique embedding of ℚ into an ordered field).
The conjugate exponent is rational because is. From one gets , a quotient of rationals with nonzero denominator (Arithmetic on the rationals), hence a rational. This is the observation that keeps Hölder and Minkowski inside the rational world on this page.
Facts & Assumptions
Given: Rationals with , and reals .
Weighted AM-GM with rational weights (Weighted AM-GM inequality with rational weights): for and rationals with , .
Rational power laws (Laws of rational exponents, Rational powers of a positive base): for and rationals , and , and ; and for rational .
Rational arithmetic (The rationals as equivalence classes of pairs of integers, Arithmetic on the rationals, Order on the rationals): is a quotient of rationals with nonzero denominator, hence rational, and . Moreover is itself a totally ordered field (The rationals form a totally ordered field), which is what licenses the order arithmetic used on and ; being an ordered field it has (The multiplicative identity is positive, which is where that fact is proved: The rationals form a totally ordered field states totality, compatibility with addition and closure of the positives under multiplication, and not this), so gives by transitivity and hence , and likewise (Inverses of positives are positive, and reciprocation reverses order, claim 1, applied in ).
The embedding is an order-preserving field homomorphism, so (The unique embedding of ℚ into an ordered field, Inverses of positives are positive, and reciprocation reverses order, Sign rules for products and monotonicity of multiplication).
Proof
The pair , is a legitimate system of rational weights: both are rational and positive because , and by hypothesis.
Degenerate cases: if then the left-hand side is while the right-hand side is , since for and ; the case is symmetric, so the inequality holds whenever or .
For and , which is the only case in which this step is used, the left-hand factors simplify: and, in the same way, .
Assume now and , and put and ; applying weighted AM-GM with the weights of step 1.1 gives .
Substituting, for all , and together with the degenerate cases this proves the inequality for all .
The Cauchy-Schwarz inequality for finite sums
Statement
Let and let and be reals, with finite sums as in Finite sums and finite products, by recursion. Then
and, in root form (Square roots exist: a unique with ; the positives are ),
Equality holds in the first display if and only if the two lists are proportional, in the symmetric sense that there is a pair of reals with for every .
No root is used in the proof of the squared form. That form is an identity plus a sign argument in the ordered field, and the root form is only a restatement of it through the monotonicity of squaring on the nonnegatives (Squaring is monotone on the nonnegatives); the root enters nowhere but the last step, where that restatement is made and Square roots exist: a unique with ; the positives are is what supplies the square-root symbol. This matters here, because it makes the squared inequality independent of the existence theorem for roots.
Facts & Assumptions
Given: A natural and reals , . Write , and .
Laws of finite sums (Laws of finite sums and finite products, Finite sums and finite products, by recursion): additivity, scaling, monotonicity, and the fact that a sum of nonnegative terms is nonnegative and vanishes only if every term vanishes.
Squares (Squares of nonzero elements are positive, Integer powers ): for every , and only for ; and a product with a zero factor vanishes, (Multiplication by zero: ).
Square roots (Square roots exist: a unique with ; the positives are ): every has a unique with .
Monotonicity of squaring (Squaring is monotone on the nonnegatives): for , ; and with (Basic properties of the absolute value, Absolute value in an ordered field).
Order arithmetic in an ordered field: adding inequalities (Order is preserved by adding a constant and by adding inequalities) and scaling an inequality by a positive element (Sign rules for products and monotonicity of multiplication, claim 4) are both stated there for the STRICT order alone, so the nonstrict uses below are those statements together with the case of equality, settled by trichotomy (Ordered field); the inverse of a positive element is positive (Inverses of positives are positive, and reciprocation reverses order, claim 1); and a nonzero factor cancels, since with gives , a product with a zero factor (Multiplication by zero: ).
Proof
For every each term is nonnegative, so the sum is nonnegative, and expanding with additivity and scaling gives .
In particular and , being sums of squares.
Proportionality forces equality: assume for all with ; if then with , so and by scaling, whence ; and if then forces for all , so and both sides vanish.
Suppose first : then every term of vanishes, so for all , hence and both sides of the squared inequality are , so it holds with equality; and the pair satisfies .
Suppose instead and substitute into step 1.1: , so , and multiplying by gives .
The squared inequality therefore holds in both cases, which exhaust the possibilities since .
Equality forces proportionality: in the case this was step 2.1; in the case , if then putting in step 1.1 gives , so every term vanishes and for all , and the pair works.
The root form: by step 3.1, , and both and are nonnegative, so monotonicity of squaring on the nonnegatives gives ; note also that is the nonnegative square root of , by uniqueness.
Hölder's inequality for finite sums (rational exponents)
Statement
Let , let and be reals, and let with and be conjugate exponents (Young's inequality for products (rational conjugate exponents)). Then
All powers here are rational powers of nonnegative bases (Rational powers of a positive base): the exponents are positive rationals, so the supplementary clause covers the vanishing bases and no expression is left undefined. Taking gives , since and . That is not literally the root form of The Cauchy-Schwarz inequality for finite sums, whose left-hand side is : the two are bridged by (Triangle inequality for finite sums), which is the only step needed to get from the display above to the root form.
Facts & Assumptions
Given: A natural , reals and , and conjugate rationals . Write , , and .
Young's inequality (Young's inequality for products (rational conjugate exponents)): for all reals .
Laws of finite sums (Laws of finite sums and finite products, Finite sums and finite products, by recursion): additivity, scaling, monotonicity, and the fact that a sum of nonnegative terms is nonnegative and vanishes only if every term vanishes.
Rational power laws (Laws of rational exponents, Rational powers of a positive base, Existence and uniqueness of -th roots: a unique with ): for and rationals : , , , , and , the last also for when ; and for rational , while gives .
Absolute values (Basic properties of the absolute value, Absolute value in an ordered field): , , and only for .
Order arithmetic: adding inequalities, that is and imply , and scaling a by a positive element. Order is preserved by adding a constant and by adding inequalities and Sign rules for products and monotonicity of multiplication state both moves for the STRICT order and only that, so the nonstrict forms used below are those statements together with the case of equality, which trichotomy settles (Ordered field); and inverses of positives are positive (Inverses of positives are positive, and reciprocation reverses order, claim 1). The rational coefficients and are read as elements of through the unique injective order-preserving field embedding of (The unique embedding of ℚ into an ordered field, Order on the rationals); the rational exponents and remain elements of and act through Rational powers of a positive base.
Proof
All the quantities are defined and nonnegative: each and each , so and , and since and the powers and are defined and nonnegative.
Degenerate cases: if then every , so every (a positive base has positive powers) and hence every , making the left-hand side , while makes the right-hand side as well; the case is symmetric, so the inequality holds and we may assume and , hence and .
Normalisation identities: , and likewise ; moreover for each , , and likewise .
Termwise Young, applied to and : for every , .
Summing over and using additivity and scaling: , the middle equality because and .
Multiplying by and using gives , which together with the degenerate cases is the assertion.
Minkowski's inequality for finite sums (rational exponent)
Statement
Let , let and be reals, and let with (Order on the rationals). Then
All exponents appearing are positive rationals, so every power is defined for a nonnegative base by Rational powers of a positive base and its supplementary clause .
The conjugate exponent is rational exactly because is. For the proof runs through Hölder with , and a quotient of rationals with nonzero denominator is a rational (Arithmetic on the rationals). Had been an arbitrary real, would still be a real, but would already be undefined: the whole statement lives inside the rational exponents built on this page, as the closing remark of the page explains.
On the case . It reads and follows by summing the two-term triangle inequality (The triangle inequality) termwise. It is not literally the finite-sum triangle inequality Triangle inequality for finite sums, which compares with for one list; combining the two at gives the familiar .
Facts & Assumptions
Given: A natural , reals and , and a rational . Write , , , and when .
Hölder's inequality (Hölder's inequality for finite sums (rational exponents)): for conjugate rationals , .
Laws of finite sums (Laws of finite sums and finite products, Finite sums and finite products, by recursion): additivity, scaling, monotonicity, and the fact that a sum of nonnegative terms is nonnegative.
Rational power laws (Laws of rational exponents, Rational powers of a positive base, Existence and uniqueness of -th roots: a unique with ): for and rationals : , , , and ; and for every rational .
Absolute values (Basic properties of the absolute value, Absolute value in an ordered field, The triangle inequality): , , and .
Rational arithmetic (Arithmetic on the rationals, The rationals as equivalence classes of pairs of integers, Order on the rationals), carried out in the totally ordered field (The rationals form a totally ordered field, which is what makes the order comparisons below legitimate, and which supplies totality, compatibility with addition and closure of the positives under multiplication but NOT ; that is The multiplicative identity is positive, valid in because is an ordered field): for rational one has and, since , also , so the number is a rational with , , and .
Order arithmetic: Order is preserved by adding a constant and by adding inequalities and Sign rules for products and monotonicity of multiplication state adding inequalities and scaling by a positive element for the STRICT order only, so the nonstrict forms used below (adding two , and scaling a by a nonnegative element) are those statements together with the case of equality, which is settled by trichotomy (Ordered field); and the inverse of a positive element is positive (Inverses of positives are positive, and reciprocation reverses order, claim 1).
Proof
Every quantity is defined and nonnegative: , and are nonnegative because , hence so are , and .
The case : summing the two-term triangle inequality termwise and using monotonicity and additivity gives , and since this is exactly the assertion at .
The case : the left-hand side is , which is at most the nonnegative right-hand side.
Assume from now on and , and put , a rational with conjugate to , so that and .
Splitting each term: for one has , valid for by the addition law and for because both sides are ; applying this with and then the triangle inequality, multiplied by the nonnegative factor , gives for every .
The auxiliary list has -th power sum : for by the iterated-power law, and both sides are when ; hence .
Summing the termwise bound: .
Applying Hölder to the pairs and to , and using since : and .
Combining, .
Dividing by , which is legitimate because , and computing , we obtain ; together with the case and the case this proves the inequality for every rational .
Why real exponents are deferred on the rational-powers page
What this page has built is for a positive real base and a rational exponent (Rational powers of a positive base), together with its algebra (Laws of rational exponents) and its order behaviour: strictly increasing in for , constant for , strictly decreasing for , and strictly increasing in for a fixed positive exponent (Monotonicity of and of ). Nothing here is a limit, a series or a continuous function. Every value is produced by finitely many field operations once the relevant root is available, and the only nonalgebraic ingredient anywhere on the page is the least-upper-bound property (Complete ordered field (least-upper-bound property)). It enters exactly one proof on the page directly, the existence of -th roots (Existence and uniqueness of -th roots: a unique with ); everything else here that needs a root cites a theorem rather than the property itself, and those theorems are Existence and uniqueness of -th roots: a unique with and, for the root form of Cauchy-Schwarz (The Cauchy-Schwarz inequality for finite sums), the already published Square roots exist: a unique with ; the positives are . In each case completeness is spent on producing a root and on nothing else.
The obvious next step, and how far it gets. For and a real , put
This supremum exists. The set is nonempty because there is a rational below , and it is bounded above because there is a rational , whence for every rational by monotonicity in the exponent; both rationals are supplied by the density of in (ℚ is dense in every Archimedean ordered field, Every complete ordered field is Archimedean). The definition is also consistent with what we already have: for a rational the set has greatest element , and a set with a greatest element has that element as its supremum (The supremum is attained exactly when a maximum exists), so . For one sets , and . So the object exists, it is the right object, and it is monotone.
Where it stops. Proving the law from this definition is not an algebraic manipulation. One has to compare a supremum over rationals with the products for , , and the two families are not the same: every is one of the , but a given need only be approximated by such sums. Closing that gap is an approximation argument, and an approximation argument needs a notion of limit and an estimate that controls in terms of . The library does have a notion of convergent sequence of reals, introduced in the construction of via Cauchy sequences (Limits and Cauchy sequences of reals), but no continuity, no uniform continuity, no series and no derivative is available at this point in its reading order, and each of those is exactly what the standard proofs of the power laws for real exponents use. Writing such a proof here would either import machinery that does not exist yet or quietly assume it, and the second is the failure mode this library is built to avoid.
The route the library will actually take. General powers will be defined not by the supremum above but through the exponential function and the logarithm, via for . That route is developed much later, after limits, continuity, series and differentiation are in place; the exponential is built as a power series or as the solution of a differential equation, the logarithm as its inverse, and the power laws for real exponents then fall out of the functional equation instead of being fought for one at a time. The supremum definition is then recovered as a theorem rather than taken as a definition. That later development is now published: Real powers for positive bases, with the zero-base positive-exponent convention ↗ defines for and real , and The exponent, product, quotient, and iterated-power laws for positive real bases and real exponents ↗ proves the power laws for those exponents.
Practical consequence for this page. Everywhere an exponent appears in a statement on this page it is an integer or a rational, and where that looks like a restriction it is a real one. The weights in the weighted AM-GM inequality are rational for this reason, and the conjugate exponent in Hölder and Minkowski is rational precisely because is. Those statements are the classical rational-exponent forms, restricted to the exponents available at this page's position in the reading order; the later real-power page supplies the general versions.
5 · Examples, counterexamples and false statements
FALSE: every real number has a real square root
Statement
False claim: every real number has a real square root, that is, for every there exists with .
The true statement is Square roots exist: a unique with ; the positives are , which produces a square root only for , and its generalisation Existence and uniqueness of -th roots: a unique with , which produces an -th root only for . The nonnegativity hypothesis in both is load bearing, not decoration.
Facts & Assumptions
Given: The complete ordered field (Complete ordered field (least-upper-bound property), Ordered field), with integer powers as in Integer powers .
Every square is nonnegative: for (Squares of nonzero elements are positive, which states this and only this), and because a product with a zero factor vanishes (Multiplication by zero: ); so for every .
, hence ; and by trichotomy no element satisfies both and (The multiplicative identity is positive, Ordered field).
Nonnegative reals do have roots: for and there is a unique with (Existence and uniqueness of -th roots: a unique with , Square roots exist: a unique with ; the positives are ).
Refutation
Assume, for contradiction, that every real has a real square root; applying this to produces with .
By [A1] the element is nonnegative, so ; but by [A2], and no element is both and .
The obstruction is exactly the order, and it applies in every ordered field, not only in : completeness is never used, so no ordered field contains a square root of a negative element, and adjoining one, as happens in , necessarily destroys the order.
The assumption of step 1.1 therefore fails: there is no real with , so the claim that every real has a real square root is false, and the correct statements are [A3] with its hypothesis kept.
Remarks
- What fails is evenness of the exponent, not the taking of roots. Odd roots of negative numbers do exist in . The library has no general theory of parity, so fix the local abbreviation: call a natural odd when for some natural . Every odd satisfies .
- First, for odd , which is a computation and not an unstated induction: by the addition and iterated-power laws for natural exponents (Laws of integer exponents, claim 1), (), and (Monotonicity of and of , claim 4); so the product is . Consequently for every and odd (Laws of integer exponents, Sign rules for products: and ).
- Every real is an -th power, for odd . For take ([A3], Existence and uniqueness of -th roots: a unique with ). For take , which is legitimate because (Sign rules for products and monotonicity of multiplication), and then by the previous item.
- And the -th power map is injective for odd , which the strict increase on alone does not give, since a sign statement is not a monotonicity statement. The map is strictly increasing on the whole line. On that is Monotonicity of and of , claim 2. If then , so by that same claim, and negating gives (Sign rules for products and monotonicity of multiplication). If then gives , so , while (Monotonicity of and of , claim 1). So always implies ; the map is injective, and with the surjectivity above it is a bijection of onto itself for every odd .
- None of this rescues the even case, and that is the point of the item: for even , meaning , the same computation gives , so for every , powers of both signs land in , and the refutation above applies verbatim with .
FALSE: extends to negative bases
Statement
False claim: the definition of Rational powers of a positive base extends to negative bases, that is, the same formula assigns to every and every a real number , depending only on and on the rational .
This is the claim that Rational powers of a positive base rules out by insisting on , and this item is the reason for that restriction.
Facts & Assumptions
Given: The base and the rational ; the formula under test is , in which has to denote a real number whose -th power is (Rational powers of a positive base, Existence and uniqueness of -th roots: a unique with ).
Numerals denote canonical naturals. For a natural the symbol inside means , where is the canonical order-preserving field embedding; for , and preserves products (Canonical naturals are positive and strictly increasing, The unique embedding of ℚ into an ordered field). So , and therefore , since means and says (Ordered field; none of the items just named states this passage from a positive element to its negative). Also (Integer powers ). This is where the numerals of this item enter ; the order on (Order on the rationals) is not what is being used when we write in .
The same rational has many representatives: in , since (The rationals as equivalence classes of pairs of integers). For a formula in and to define a function of , all representatives must give the same value, which for positive bases is Rational powers do not depend on the representative.
No real has sixth power : for every , (Laws of integer exponents, claim 1, Integer powers ), and a square is nonnegative because a nonzero one is positive (Squares of nonzero elements are positive) while (Multiplication by zero: ); so , whereas in by [A1].
Exactly one real has cube , namely : if then , since would give ; and then satisfies , so by uniqueness of the nonnegative cube root, whence (Existence and uniqueness of -th roots: a unique with , Monotonicity of and of , Sign rules for products and monotonicity of multiplication, Sign rules for products: and ).
Refutation
Assume, for contradiction, that the formula does define for negative and every rational , depending only on and ; then in particular is a real number, and the value obtained from any representative of the rational is that same number.
Read through the representative : the formula gives , where is a real cube root of , and there is exactly one such real, namely ; so the value is .
Read through the representative : the formula gives , and must be a real sixth root of , of which there is none.
The two readings are incompatible: by the assumption the rational has a single value, which step 2.1 computes to be , while step 2.2 shows that the very expression the formula prescribes for the representative names nothing at all in .
The assumption therefore fails, and the failure is not an artefact of the chosen numbers: every rational has representatives with even denominator, and a negative base has no real root of even order by the argument of [A3], so for a negative base the formula depends on the representative and Rational powers do not depend on the representative genuinely breaks down; this is exactly why Rational powers of a positive base requires .
Remarks
- Precisely what fails. For a negative base the formula does not produce two different numbers; it produces a number from some representatives and nothing at all from others. That is still a failure of well-definedness: a definition of must depend only on the rational , and this one depends on how is written.
- The odd-denominator repair, and why it is not adopted. If one restricts to rationals admitting a representative with odd, and always uses such a representative, the formula is consistent, because odd roots of negatives exist and are unique (FALSE: every real number has a real square root records this). What one gets is a partial operation, defined on the proper subset of of rationals with odd denominator in lowest terms, not on . The library does not adopt it: it is not the operation of Rational powers of a positive base, its exponents form only a proper subring of (every rational whose lowest-terms denominator is even is missing, among them, so the square root that Square roots exist: a unique with ; the positives are supplies for nonnegative bases has no counterpart here), and every later use on this page, from Weighted AM-GM inequality with rational weights to Minkowski's inequality for finite sums (rational exponent), needs arbitrary rational exponents on a base that is nonnegative anyway.
- The restriction to is therefore not squeamishness about signs. It is the exact condition under which exists for every , which is what makes the value independent of the representative.
Sources
Standard references
Recommended treatments; not extraction sources.
- J. Aspnes, Summation Notation
- M. Fochler, Recursive sums, products, and powers
- Empty sum (Wikipedia)
- T. Tao, Analysis I, 3rd ed., §7.1
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 1
- Telescoping series (Wikipedia)
- Exponentiation (Wikipedia)
- T. Tao, Analysis I, 3rd ed., §4.3
- M. Spivak, Calculus, 4th ed., Ch. 1
- J. Lebl, Basic Analysis I
- Radicals and rational exponents (Emory University)
- Bernoulli's inequality (Wikipedia)
- M. Spivak, Calculus, 4th ed., Ch. 2
- Nth root (Wikipedia)
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 1 (Thm 1.21)
- T. Tao, Analysis I, 3rd ed., §5.6
- J. K. Hunter, An Introduction to Real Analysis
- Young, Hölder, and Minkowski inequalities (Oregon State University)
- Triangle inequality (Wikipedia)
- MIT 18.100A, AM-GM inequality handout
- Finite inequalities (Cornell University)
- AM-GM inequality (Wikipedia)
- Young's inequality for products (Wikipedia)
- Hölder's inequality (Wikipedia)
- Cauchy-Schwarz inequality (Wikipedia)
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 1 (Thm 1.35)
- Minkowski inequality (Wikipedia)
- W. Rudin, Principles of Mathematical Analysis, 3rd ed., Ch. 1 (Exercise 6)
- T. Tao, Analysis I, 3rd ed., §6.7