Functions and Analysis with a fixed-point

In summary: Consider ##f(x) = \frac{2}{3}x + \frac{1}{3}##. This function is continuous and maps ##(0,1) \rightarrow (0,1)##, but it has no fixed points.
  • #1
Mr Davis 97
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Homework Statement


A fixed-point of a function f : A → A is a point a ∈ A such that f(a) = a.
The diagonal of A × A is the set of all pairs (a, a) in A × A.
(a) Show that f : A → A has a fixed-point if and only if the graph of f
intersects the diagonal.
(b) Prove that every continuous function f : [0, 1] → [0, 1] has at least one
fixed-point.
(c) Is the same true for continuous functions f : (0, 1) → (0, 1)?†
(d) Is the same true for discontinuous functions?

Homework Equations

The Attempt at a Solution


a) ---> Suppose that ##f: A \rightarrow A## has a fixed-point, call it ##a##. Then ##f(a) = a##, which, by virtue of how functions are defined, means that ##(a,a) \in A \times A##. This is clearly a point on the diagonal of ##A \times A##.
<--- Suppose that the graph of ##f: A \rightarrow A## intersects the diagonal. This means that that the graph of ##f## and the diagonal of ##A \times A## share a point, and that point must be of the form ##(a,a)##, for some a. Thus, ##f(a) = a## is true for some ##a##, and so ##f## has at least one fixed point.

b) We just need to show that every continuous function on ##[0,1] \rightarrow [0,1]## intersects the graph of ##y=x## at at least one point. So, for each function on this interval, we must show that ##f(x) = x## at at least one point, or, alternatively, we need to show that ##g(x) = f(x) - x## must have at least one zero. We see that it must be the case that ##0 \le g(0) \le 1## and ##-1 \le g(1) \le 0##. So there are four cases: 1) ##g(0)>0## and ##g(1)<0##. Then by the Bolzano's theorem ##g(x)## must have a zero on the inteval ##[0,1]##. 2) ##g(0)>0## and ##g(1) = 0##, then obviously we have a zero. 3) ##g(0) = 0## and ##g(1)<0##, then obviously we have a zero. 4) ##g(0) = 0## and ##g(1) = 0##, in which case we have at least two zeros. Hence, ##g(x)## must have at least one zero on the interval ##[0,1]##, and the ##f(x) -x = 0## must have at least one zero on the interval. Or in other words, all continuous functions on the interval [0,1] must have at least one fixed point.

c) No. ##f(x) = 1## is a counterexample.

d) No. Consider
##f(x) =
\begin{cases}
-(x-\frac{1}{2})^2 + \frac{1}{2} & \text{if $x \neq \frac{\sqrt{3}}{2}$}\\
0 & \text{if $x = \frac{\sqrt{3}}{2}$}\\
\end{cases}##

Should be b) be shortened down?
 
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  • #2
For c) ##f(x)=1## is NOT a function mapping ##(0,1) \rightarrow (0,1)##.
 
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Likes Orodruin
  • #3
Dick said:
For c) ##f(x)=1## is NOT a function mapping ##(0,1) \rightarrow (0,1)##.
However, constructing an actual counter example is not very difficult.
 

FAQ: Functions and Analysis with a fixed-point

What is a fixed-point function?

A fixed-point function is a mathematical function where the output value remains the same when the input value is repeated. In other words, the input value is equal to the output value, creating a fixed point.

Why are fixed-point functions important?

Fixed-point functions are important because they allow for the analysis and understanding of complex systems. They can help us predict the behavior of a system and make changes to improve its performance. Fixed-point functions are also used in many real-world applications, such as financial modeling and computer science algorithms.

How do you find the fixed point of a function?

The fixed point of a function can be found by setting the input value equal to the output value and solving for the variable. This can be done algebraically or graphically by finding the intersection point of the function with the line y=x.

What is the difference between a fixed-point function and a floating-point function?

A fixed-point function has a constant output value for a given input, while a floating-point function has a variable output value for a given input. In other words, a fixed-point function has a fixed point, while a floating-point function does not.

Can fixed-point functions be used in real-world applications?

Yes, fixed-point functions are commonly used in real-world applications, especially in areas such as engineering, finance, and computer science. They can help us analyze and optimize systems, make predictions, and solve complex problems.

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