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The ergodic hypothesis claims: yes! Welcome to ergodic theory.
Consider the simplest chaotic map: x_n+1 = 2x_n (mod 1).
If you compute the time average of x over a long orbit, what value does it approach?
It depends heavily on the starting point
It converges to 0.5
It oscillates forever