Prove the Contraction Mapping Theorem.

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Homework Help Overview

The discussion revolves around the Contraction Mapping Theorem within the context of complete metric spaces. Participants are exploring the conditions under which a map has a unique fixed point and attracts sequences of iterates towards that fixed point.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss proving that the sequence of iterates is Cauchy, with some questioning the validity of certain steps in their reasoning. There are attempts to clarify the implications of the distance between terms in the sequence and how to handle infinite differences.

Discussion Status

There is ongoing dialogue about the correctness of reasoning regarding distances in the sequence and the application of geometric series to bound these distances. Some participants are providing hints and suggestions for bounding the terms, indicating a productive exploration of the topic.

Contextual Notes

Participants are working under the constraints of proving the theorem without providing complete solutions, focusing on understanding the properties of the sequence and the implications of the contraction condition.

a358ask
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Prove the Contraction Mapping Theorem.

Let ##(X,d)## be a complete metric space and ##g : X \rightarrow X## be a map such that ##\forall x,y \in X, d(g(x), g(y)) \le \lambda d(x,y)## for some ##0<\lambda < 1##.Then ##g## has a unique fixed point ##x^* \in X ##, and it attracts everything, i.e. for any ##x_0 \in X## , the sequence of iterates ##x_0, g(x_0), g(g(x_0))##, ... converges to the fixed point ##x^* \in X##.

The hint I am given are for existence and convergence - prove that the sequence is Cauchy. For uniqueness, choose two fixed points of ##g## and apply the map to both.

My approach is After we got to ##d(x_{n+1}, x_n) \le \lambda^n d(x_1, x_0)##,

then assuming that ##m > n##, ##d(x_m, x_n) \le d(x_m, x_{m-1}) + d(x_{m-1}, x_{m-2}) + ... + d(x_{n+1}, x_{n})## since each term of the right hand size is 0 ...so if we add up all the 0 terms, we get 0 on the right hand size. Therefore, ##d(x_m, x_n)## is 0. If this is right, then the question I have here is how do I guarantee that ##x_{m-1} > x_n##?
 
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a358ask said:
Prove the Contraction Mapping Theorem.

Let ##(X,d)## be a complete metric space and ##g : X \rightarrow X## be a map such that ##\forall x,y \in X, d(g(x), g(y)) \le \lambda d(x,y)## for some ##0<\lambda < 1##.Then ##g## has a unique fixed point ##x^* \in X ##, and it attracts everything, i.e. for any ##x_0 \in X## , the sequence of iterates ##x_0, g(x_0), g(g(x_0))##, ... converges to the fixed point ##x^* \in X##.

The hint I am given are for existence and convergence - prove that the sequence is Cauchy. For uniqueness, choose two fixed points of ##g## and apply the map to both.

My approach is After we got to ##d(x_{n+1}, x_n) \le \lambda^n d(x_1, x_0)##,

then assuming that ##m > n##, ##d(x_m, x_n) \le d(x_m, x_{m-1}) + d(x_{m-1}, x_{m-2}) + ... + d(x_{n+1}, x_{n})## since each term of the right hand size is 0 ...so if we add up all the 0 terms, we get 0 on the right hand size. Therefore, ##d(x_m, x_n)## is 0. If this is right, then the question I have here is how do I guarantee that ##x_{m-1} > x_n##?

Assuming you are trying to prove the sequence is Cauchy and that ##x_n=g^n(x_0)##, why do you think the terms on the right side are zero??
 
Dick said:
Assuming you are trying to prove the sequence is Cauchy and that ##x_n=g^n(x_0)##, why do you think the terms on the right side are zero??

I realize my reasoning a little bit off since the difference between m and n could be infinity , is any difference way to argue that the sum of the right hand side are zeros?
 
a358ask said:
I realize my reasoning a little bit off since the difference between m and n could be infinity , is any difference way to argue that the sum of the right hand side are zeros?

They aren't zeros. Try to bound it with a geometric series.
 
Dick said:
They aren't zeros. Try to bound it with a geometric series.

Use geometric in the right hand side and could you show a step or two for that?
 
a358ask said:
Use geometric in the right hand side and could you show a step or two for that?

You've got ##d(x_{n+1}, x_n) \le \lambda^n d(x_1, x_0)##. Use it!
 

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