Contraction Mapping Theorem: Proving Continuity and Convergence of a Sequence

In summary, the conversation is about a function f defined on all of R, with a given constant c such that 0<c<1 and a sequence (y1,f(y1),f(f(y1)),...) constructed from a point y1 in R. The goal is to show that f is continuous on all of R, the sequence yn is a Cauchy sequence, y is a fixed point of f and unique, and that the sequence (x,f(x),f(f(x)),...) converges to y for any arbitrary point x in R. The key equations include the definition of continuity, the Cauchy sequence criteria, and the proof of f(y)=y.
  • #1
kathrynag
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Homework Statement



Let f be a function defined on all of R and assume there is a constant c such that 0<c<1 and |f(x)-f(y)<c|c-y|
a) Show f is continuous on all of R
b)Pick some point y1 in R and construct the sequence (y1,f(y1),f(f(y1)),...)
In general if y_(n+1)=f(yn) show that the resulting sequence yn is a Cauchy sequence. hence we may let y=limyn
c)Prove that y is a fixed point of f and that is unique in this regard.
d) Finally prove that if x is any arbitrary point in R then the sequence (x,f(x),f(f(x)),...) converges to y defined in (b).

Homework Equations



a) want to show if |x-c|<delta then |f(x)-f(c)|<epsilon
b) A sequence is Cauchy if |an-am|<epsilon
c)want to show f(y)=y


The Attempt at a Solution

 
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  • #2
Take a). Your "want to show if |x-c|<delta then |f(x)-f(c)|<epsilon" is not precise enough. There will always be some epsilon. In mathematics the terms and the order of terms "For any", "there exists", "such that" are of crucial importance.
 

1. What is the Contraction Mapping Theorem?

The Contraction Mapping Theorem is a mathematical theorem that establishes conditions under which a function will have a unique fixed point. It is a fundamental theorem in the field of nonlinear analysis and has many applications in various branches of mathematics and engineering.

2. How does the Contraction Mapping Theorem work?

The theorem states that if a function satisfies certain properties, known as contraction properties, then it will have a unique fixed point. These properties include the function being defined on a complete metric space and having a contraction constant less than 1. The theorem then guarantees the existence and uniqueness of a fixed point for the function.

3. What is a fixed point?

A fixed point of a function is a point in the domain of the function that maps to itself under the function. In other words, if x is a fixed point of a function f, then f(x) = x. The Contraction Mapping Theorem guarantees the existence and uniqueness of a fixed point for certain types of functions.

4. What are some applications of the Contraction Mapping Theorem?

The Contraction Mapping Theorem has many applications in mathematics and engineering. It is commonly used in the study of differential equations, optimization problems, and numerical methods. It also has applications in economics, biology, and computer science.

5. Are there any limitations to the Contraction Mapping Theorem?

While the Contraction Mapping Theorem is a powerful tool in mathematics, it does have some limitations. It only guarantees the existence and uniqueness of a fixed point for certain types of functions, and these functions must satisfy the contraction properties. Additionally, the theorem does not specify a method for finding the fixed point, so further analysis and techniques may be needed to actually compute the fixed point of a function.

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