Any mathematical tools to find the optimal shape to fit point cloud into

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I have a point cloud and I have a couple of different geometric shapes like rectangle or circle. Are there any mathematical tools to find which one of the geometric shapes we could fit the point cloud into, in a way which would minimize the empty space inside the shape, i.e. space not covered by point cloud?