What questions lead to different representative statistics?

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What are the questions that are asked whose answer yields the geometric and harmonic means.

For example, we arrive at the arithmetic mean by solving:

$$ \min_y \sum_{x \in S} (x - y)^2$$

What question, or meaningful optimization problem, have the geometric and harmonic means as their solution?