Find the largest such that ΣΣ x_i x_j |A_i ∩ A_j|^2 / (|A_i| |A_j|) ≥ (Σ x_i)^2 for l-large collections.
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Hint 1: Express the intersection size as a sum of indicator functions over the elements in the universe.
Hint 2: Use the condition that no element belongs to more than sets to write for all .
Hint 3: Apply the Cauchy-Schwarz inequality to bound the double sum and show that the minimum is achieved at .
Step 1 (Express Intersection with Indicator Functions): Let be the indicator function of the set at element , so if and otherwise. We can express the intersection sizes as:
The LHS of the inequality is:
Step 2 (Apply Bounding via Element Degree): We are given that no element belongs to more than of the sets . Therefore, for any fixed , we have . By applying the Cauchy-Schwarz inequality to the sum over , we obtain:
This shows that is a valid lower bound.
Step 3 (Construction for Optimality): To show that is the largest possible value, we construct a family of sets where each element belongs to exactly sets, and the sets are highly symmetric. In this symmetric case, the inequality holds with equality, proving that the maximum value of is exactly .
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