Closed Superlevel Sets of a Sum on a Product Space and of a Doubled Function
lemmaAnalysislem:closed-superlevel-sum-product-hilbert-2026aThe sum of two functions bounded above with closed superlevel sets has closed superlevel sets on the product space, and subtracting a multiple of the squared distance between the coordinates preserves this and yields a coercive upper bound.
In the setting of Real Hilbert Spaces: Standing Notation and Background, let and be real inner product spaces, with the product , let and be nonempty, and let and be bounded above and have closed superlevel sets in and in respectively. Then the following hold.
1. (Sums on a product)¶ The function whose value at is has closed superlevel sets in .
2. (The doubled function)¶ Assume in addition that for a real Hilbert space , let , and let be the function with value
at . Then has closed superlevel sets in . If moreover and there are and a positive with
then
where is the norm of and the identity is recorded in Properties of the Product of Two Real Inner Product Spaces §norm.
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