TheoremBase

Picard iterates from any point, built by recursion, satisfy a telescoping geometric bound and so form a Cauchy sequence whose limit is a fixed point; the contraction inequality gives uniqueness and drives every iterate sequence to the fixed point.

Proof

By Contraction of a Metric Space §contraction, choose a real number λ\lambda with 0≤λ<10\le\lambda<1 such that ff is a contraction with constant λ\lambda, that is, d(f(u),f(v))≤λ d(u,v)d(f(u),f(v))\le\lambda\,d(u,v) for all u,v∈Xu,v\in X. R\mathbb{R} is an ordered field by The Real Numbers, with the Natural Numbers, Integers and Rationals Identified with Subsets of the Reals, and Completeness §reals, so Rules of Arithmetic and Order in an Ordered Field, Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares and Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality apply to it; powers are as in Commutative Rings, Fields and Ordered Fields: Standard Notation §rings, with λ0=1\lambda^{0}=1, and arithmetic and order in N0\mathbb{N}_{0} obey The Natural Numbers and the Natural Numbers with Zero: Arithmetic, Order, Induction and Recursion §laws.

Step 0 (the constant). λ≤1\lambda\le1 as λ<1\lambda<1, and 0<1−λ0<1-\lambda by Rules of Arithmetic and Order in an Ordered Field §order-sum. Since 0<10<1 by Rules of Arithmetic and Order in an Ordered Field §squares, −1<−0-1<-0 by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §strict-negative, and −0=0-0=0 by Negatives, Differences, Reciprocals and Quotients §negative, as 0+0=00+0=0 by the neutral law of Commutative Rings §ring; so −1<λ-1<\lambda by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed, and ∣λ∣<1|\lambda|<1 by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §absolute-strict. Hence λn→0\lambda^{n}\to0 by Completeness of the Real Numbers for Sequences: Monotone Convergence, the Bolzano-Weierstrass Theorem and Cauchy Sequences §geometric, and for every real CC the sequence (Cλn)n∈N(C\lambda^{n})_{n\in\mathbb{N}} converges to C⋅0=0C\cdot0=0 by Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences §arithmetic and Rules of Arithmetic in a Commutative Ring: Zero, Signs and Squares, and No Zero Divisors in a Field §zero. As Cλn=Cλn−0≤∣Cλn−0∣C\lambda^{n}=C\lambda^{n}-0\le|C\lambda^{n}-0| by Rules of Arithmetic and Order in an Ordered Field §absolute-value, Convergent Sequences of Real Numbers §converges and Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed give: (G) for every real CC and every real ε>0\varepsilon>0 there is N∈NN\in\mathbb{N} with Cλn<εC\lambda^{n}<\varepsilon for all n∈Nn\in\mathbb{N} with n≥Nn\ge N.

Step 1 (geometric decay). Let (cn)(c_{n}) be a sequence in R\mathbb{R} with cn+1≤λcnc_{n+1}\le\lambda c_{n} for every n∈Nn\in\mathbb{N}. We show cj+1≤λjc1c_{j+1}\le\lambda^{j}c_{1} for every j∈N0j\in\mathbb{N}_{0}, by induction from 00 on N0\mathbb{N}_{0} (The Natural Numbers and the Natural Numbers with Zero: Arithmetic, Order, Induction and Recursion §induction). For j=0j=0, c1=1⋅c1=λ0c1c_{1}=1\cdot c_{1}=\lambda^{0}c_{1}. If cj+1≤λjc1c_{j+1}\le\lambda^{j}c_{1}, then, as j+1∈Nj+1\in\mathbb{N} and 0≤λ0\le\lambda, Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §nonnegative-scaling gives cj+2≤λcj+1≤λλjc1=λj+1c1c_{j+2}\le\lambda c_{j+1}\le\lambda\lambda^{j}c_{1}=\lambda^{j+1}c_{1}, the equality by Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality §exponents and Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality §product.

Step 2 (shifting an index). Let N,m∈NN,m\in\mathbb{N} with N+1≤mN+1\le m. Then 1≤m1\le m, so n=m−1∈N0n=m-1\in\mathbb{N}_{0} satisfies n+1=mn+1=m by The Difference of Two Natural Numbers with Zero §difference; from N+1≤n+1N+1\le n+1 we get N≤nN\le n, so n∈Nn\in\mathbb{N} with n≥Nn\ge N.

Step 3 (iteration). Let (xn)(x_{n}) be a sequence in XX with xn+1=f(xn)x_{n+1}=f(x_{n}) for every n∈Nn\in\mathbb{N}, and let p∈Xp\in X with f(p)=pf(p)=p. Put cn=d(xn,p)c_{n}=d(x_{n},p). Then cn+1=d(f(xn),f(p))≤λcnc_{n+1}=d(f(x_{n}),f(p))\le\lambda c_{n}, so cj+1≤λjc1c_{j+1}\le\lambda^{j}c_{1} for j∈N0j\in\mathbb{N}_{0} by Step 1. Let ε>0\varepsilon>0 be real; by (G) with C=c1C=c_{1} choose N∈NN\in\mathbb{N} with c1λn<εc_{1}\lambda^{n}<\varepsilon for all n≥Nn\ge N. For m∈Nm\in\mathbb{N} with m≥N+1m\ge N+1, take nn as in Step 2; then d(xm,p)=cn+1≤λnc1<εd(x_{m},p)=c_{n+1}\le\lambda^{n}c_{1}<\varepsilon, so d(xm,p)<εd(x_{m},p)<\varepsilon by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed. Hence (xn)(x_{n}) converges to pp in (X,d)(X,d) by Convergent Sequence in a Metric Space §converges, with N+1N+1 as the index there. This proves the clause iteration.

Step 4 (a Cauchy sequence of iterates). As XX is nonempty, choose a∈Xa\in X. By Sets and Maps: Ordinary Notation §maps there is a map g:N×X→Xg:\mathbb{N}\times X\to X with g(n,u)=f(u)g(n,u)=f(u), and by Recursion on the Natural Numbers Starting at One §recursion a map x:N→Xx:\mathbb{N}\to X, a sequence (xn)(x_{n}) in XX by Sequences §sequence, with x1=ax_{1}=a and xn+1=g(n,xn)=f(xn)x_{n+1}=g(n,x_{n})=f(x_{n}) for every n∈Nn\in\mathbb{N}.

Put en=d(xn,xn+1)e_{n}=d(x_{n},x_{n+1}). Then en+1=d(f(xn),f(xn+1))≤λene_{n+1}=d(f(x_{n}),f(x_{n+1}))\le\lambda e_{n}, so Step 1 gives ej+1≤λjDe_{j+1}\le\lambda^{j}D for j∈N0j\in\mathbb{N}_{0}, where D=e1≥0D=e_{1}\ge0 by Metric Space §nonnegative. Let S=D/(1−λ)S=D/(1-\lambda) and tj=λjSt_{j}=\lambda^{j}S for j∈N0j\in\mathbb{N}_{0}. By Rules of Arithmetic and Order in an Ordered Field §positive-reciprocal, Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality §sign and Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §positive-product, 0≤S0\le S and 0≤tj0\le t_{j}. By Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality §exponents, Powers in a Commutative Ring, a Field and an Ordered Field: Exponent Laws, Factorisation, Geometric Sums, Monotonicity and Bernoulli's Inequality §product, Rules of Arithmetic in a Commutative Ring: Zero, Signs and Squares, and No Zero Divisors in a Field §signs and Negatives, Differences, Reciprocals and Quotients §reciprocal, tj−tj+1=λjS(1−λ)=λjDt_{j}-t_{j+1}=\lambda^{j}S(1-\lambda)=\lambda^{j}D, so ej+1≤tj−tj+1e_{j+1}\le t_{j}-t_{j+1}.

Fix j∈N0j\in\mathbb{N}_{0}; we show d(xj+1,xj+1+k)≤tj−tj+kd(x_{j+1},x_{j+1+k})\le t_{j}-t_{j+k} for every k∈N0k\in\mathbb{N}_{0}, by induction on kk (The Natural Numbers and the Natural Numbers with Zero: Arithmetic, Order, Induction and Recursion §induction). For k=0k=0 both sides are 00, by Metric Space §zero and Negatives, Differences, Reciprocals and Quotients §negative. If it holds for kk, then Metric Space §triangle and Rules of Arithmetic and Order in an Ordered Field §order-sum give

d(xj+1,xj+k+2)≤d(xj+1,xj+k+1)+ej+k+1≤(tj−tj+k)+(tj+k−tj+k+1)=tj−tj+k+1.d(x_{j+1},x_{j+k+2})\le d(x_{j+1},x_{j+k+1})+e_{j+k+1}\le(t_{j}-t_{j+k})+(t_{j+k}-t_{j+k+1})=t_{j}-t_{j+k+1}.

As 0≤tj+k0\le t_{j+k}, Rules of Arithmetic and Order in an Ordered Field §order-sum also gives tj−tj+k≤tjt_{j}-t_{j+k}\le t_{j}; so d(xj+1,xj+1+k)≤tjd(x_{j+1},x_{j+1+k})\le t_{j} for all j,k∈N0j,k\in\mathbb{N}_{0}.

Let ε>0\varepsilon>0 be real; by (G) with C=SC=S choose N∈NN\in\mathbb{N} with tn=Sλn<εt_{n}=S\lambda^{n}<\varepsilon for all n≥Nn\ge N. Let m,ℓ∈Nm,\ell\in\mathbb{N} with m,ℓ≥N+1m,\ell\ge N+1; by Metric Space §symmetric and totality of the order of N\mathbb{N} (The Natural Numbers and the Natural Numbers with Zero: Arithmetic, Order, Induction and Recursion §order, Partial and Total Orders on a Set and the Associated Strict Relation §total) we may assume m≤ℓm\le\ell. Take nn as in Step 2 for mm, and k=ℓ−m∈N0k=\ell-m\in\mathbb{N}_{0}, so m+k=ℓm+k=\ell by The Difference of Two Natural Numbers with Zero §difference. Then d(xm,xℓ)=d(xn+1,xn+1+k)≤tn<εd(x_{m},x_{\ell})=d(x_{n+1},x_{n+1+k})\le t_{n}<\varepsilon, and d(xm,xℓ)<εd(x_{m},x_{\ell})<\varepsilon by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed. So (xn)(x_{n}) is a Cauchy sequence in (X,d)(X,d) by Cauchy Sequence in a Metric Space §cauchy, with N+1N+1 as the index there.

Step 5 (a fixed point). As (X,d)(X,d) is complete, Complete Metric Space §complete and Convergent Sequence in a Metric Space §convergent give p∈Xp\in X to which (xn)(x_{n}) converges. Let (yn)(y_{n}) be the sequence n↦xn+1n\mapsto x_{n+1} in XX (Sets and Maps: Ordinary Notation §maps). Let ε>0\varepsilon>0 be real and choose N∈NN\in\mathbb{N} with d(xn,p)<εd(x_{n},p)<\varepsilon for all n≥Nn\ge N (Convergent Sequence in a Metric Space §converges). For n≥Nn\ge N we have n+1≥Nn+1\ge N, so d(yn,p)<εd(y_{n},p)<\varepsilon; and since λ≤1\lambda\le1 and 0≤d(xn,p)0\le d(x_{n},p), Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §nonnegative-scaling and Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed give

d(yn,f(p))=d(f(xn),f(p))≤λ d(xn,p)≤d(xn,p)<ε.d(y_{n},f(p))=d(f(x_{n}),f(p))\le\lambda\,d(x_{n},p)\le d(x_{n},p)<\varepsilon .

So (yn)(y_{n}) converges to both pp and f(p)f(p) in (X,d)(X,d), and f(p)=pf(p)=p by Uniqueness of Limits in a Metric Space §unique.

Step 6 (uniqueness). Let p,q∈Xp,q\in X with f(p)=pf(p)=p and f(q)=qf(q)=q, and put t=d(p,q)t=d(p,q), so 0≤t0\le t by Metric Space §nonnegative and t=d(f(p),f(q))≤λtt=d(f(p),f(q))\le\lambda t. If 0<t0<t, then λt<1⋅t=t\lambda t<1\cdot t=t by Rules of Arithmetic and Order in an Ordered Field §order-product, and t<tt<t by Inequalities in an Ordered Field: Mixed Transitivity, Strict Sums, Signs, Products, Natural Numbers, Halving, Reciprocals, Absolute Values and Squares §mixed, which is impossible. Hence t=0t=0, and p=qp=q by Metric Space §zero. With Step 5 this proves the clause fixed-point.

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