Proof: (Banach) Uniqueness of fixed points is clear, since if T fixes x and y, then θ·d(x,y)≥d(T(x),T(y))=d(x,y) and θ≥1 unless d(x,y)=0 and x=y. To exhibit the fixed point, let x0∈X be any point, and define xn+1=T(xn). Then when α=d(x0,x1) it follows by induction that d(xn,xn+1)≤θnα. As well, by the triangle inequality it follows that d(xn,xm)≤∑m−1k=nθkα when n≤m. Since θ<1 this forms part of a convergent geometric series, showing (xn) forms a Cauchy sequence in X. Let x be the point of convergence of this sequence. T is continuous since contraction maps are generally continuous, so T(x) is the point of convergence of the sequence (T(xn))=(xn+1), showing T(x)=x.
Thursday, October 2, 2014
Banach Fixed Point Theorem
Proof: (Banach) Uniqueness of fixed points is clear, since if T fixes x and y, then θ·d(x,y)≥d(T(x),T(y))=d(x,y) and θ≥1 unless d(x,y)=0 and x=y. To exhibit the fixed point, let x0∈X be any point, and define xn+1=T(xn). Then when α=d(x0,x1) it follows by induction that d(xn,xn+1)≤θnα. As well, by the triangle inequality it follows that d(xn,xm)≤∑m−1k=nθkα when n≤m. Since θ<1 this forms part of a convergent geometric series, showing (xn) forms a Cauchy sequence in X. Let x be the point of convergence of this sequence. T is continuous since contraction maps are generally continuous, so T(x) is the point of convergence of the sequence (T(xn))=(xn+1), showing T(x)=x.
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