Sensitivity Math Example 2
Follow the full solution, then compare it with the other examples linked below.
Example 2
hardA function is highly sensitive near large . Compare the sensitivity at and using a perturbation of .
Solution
- 1 At : , . .
- 2 At : , . .
- 3 Sensitivity at is about greater than at . This explains why small errors in compound dramatically for large exponentials.
Answer
Sensitivity at : ; at : . Factor of increase.
For , sensitivity equals the function value itself (since ). This means sensitivity grows exponentially โ large values of lead to extreme sensitivity, which has major implications in numerical computing.
About Sensitivity
In the context of functions, sensitivity measures how much the output changes in response to a small change in the input โ high sensitivity means small input changes cause large output changes.
Learn more about Sensitivity โMore Sensitivity Examples
Example 1 easy
Compute the sensitivity [formula] for [formula] at [formula] with perturbation [formula].
Example 3 easyFor [formula], compute the sensitivity at [formula] with [formula] and compare to [formula].
Example 4 mediumA weather model uses [formula] where [formula] is pressure. If [formula] and measurement error is [f