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We numerically investigate Bose-Einstein condensation (BEC) of finite number atoms in a mean field approximation. For the Bose gas interacting with a weak repulsive potential and trapped in an external parabolic potential, BEC occurs at finite temperature in one- and three-dimensional systems. Comparing free energies between the BEC state and the normal state, we define the transition temperature...