Math Problem Statement
Solution
To determine if the functions provided are contractive, we will apply the contraction mapping theorem (Banach's fixed-point theorem). The idea is to show that each function satisfies the Lipschitz condition with a constant (the "best" is the smallest such value).
Problem 4(a): on an arbitrary interval
We want to check whether the function is contractive. To do this, we need to verify if there exists a constant such that:
Step 1: Compute the derivative The derivative of is:
The magnitude of the derivative gives the Lipschitz constant . To find the best , we maximize .
We seek the maximum of this function, which will be the best Lipschitz constant . Solving for the critical points, we would maximize over a given interval.
Problem 4(b): on
We need to show that the function is contractive for .
Step 1: Compute the derivative We analyze the behavior of . For , we have:
We need to find the maximum value of on the interval . Since , the maximum value occurs at :
This will give us the Lipschitz constant .
Summary:
- For part (a), we need to compute the maximum of the derivative of .
- For part (b), the derivative of gives the Lipschitz constant, which can be computed at .
Would you like me to go into the detailed calculation for these steps?
Here are some follow-up questions based on this discussion:
- How is the contraction mapping theorem applied to determine contractiveness?
- What is the significance of finding the Lipschitz constant?
- How do you interpret the derivative in terms of contractiveness for the given functions?
- Can you explain the physical meaning of a contractive function in a real-world scenario?
- How would the process change if the intervals were not finite?
Tip: The contraction mapping theorem guarantees a unique fixed point for a contractive function, which is a crucial tool in proving existence and uniqueness results in many fields.
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Math Problem Analysis
Mathematical Concepts
Contraction Mapping
Lipschitz Continuity
Derivative
Fixed-Point Theorem
Formulas
f(x) = (1 + x^2)^{-1}
g(x) = |x|^{3/2}
Lipschitz condition: |f(x1) - f(x2)| ≤ λ |x1 - x2|
Theorems
Banach Fixed-Point Theorem (Contraction Mapping Theorem)
Suitable Grade Level
Undergraduate Mathematics
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