How is the function space defined via the p-norm?
The space is defined as the set of all measurable functions whose p-norm is strictly less than positive infinity.
Conditions
- The p-norm has been defined.
- f is a measurable function.
Reasoning, step by step
- Define the p-norm for a measurable function.
- Evaluate the p-norm for various measurable functions.
- Collect all measurable functions for which the calculated p-norm is finite (less than ).
- Formally denote this collection as the space.
Example
The video writes the set-builder notation on the board: .
Common misconceptions
- Assuming is inherently a Banach space from the start; the video notes it is initially just a set, and its linear space and completeness structures must be verified step by step later.
- Confusing the space with the norm ; the norm is a value, while the space is the collection of functions for which that value is finite.
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