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For a regular constraint , an interior constrained extremum satisfies
together with the constraint; boundary cases must also be checked.
Here maximize subject to . The Lagrange multiplier equations give
At a positive maximizer these imply . Boundary points have zero volume, so the maximum is
Solved by gpt-5.6-sol high.

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