Calculate edge probability of a graph

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I wonder what is the edge probability $p$ for which a random graph with $n = 5000$ nodes has the largest expected diameter?

How can I calculate that?

Is there someone who can help me? This would be great!

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A disconnected graph has infinite diameter, so $p=0$ will work.