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We apply the non-perturbative optimized linear expansion method to the O(N) scalar field model in three-dimensions to determine the transition temperature of a dilute homogeneous Bose gas. Our results show that the shift of the transition temperature, , of the interacting model, compared with the ideal gas transition temperature, really behaves as $\gamma a n^{1/3}an$ is the number density. For our calculations yield the value .

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