Let be compact and convex, and assume that it contains a point with both coordinates positive. The product has a unique maximizer over , and that maximizer lies in the positive quadrant. Compactness gives existence; the strictly positive attainable product excludes points on the axes. On the positive quadrant, maximizing is equivalent to maximizing , a strictly concave function. A segment between two distinct maximizers would contradict strict concavity, proving uniqueness.
The quadrant restriction matters. The line segment from to is a compact convex set meeting the positive quadrant, but its global product maximum over the entire segment is at the negative endpoint. The result concerns the positive feasible portion, unless the original feasible set is itself confined to the nonnegative quadrant.

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