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We consider the Gelfand-Dickey (GD) structure defined by the Moyal -product with parameter , which not only defines the bi-Hamiltonian structure for the generalized Moyal KdV hierarchy but also provides a algebra containing the Virasoro algebra as a subalgebra with central charge . The free-field realization of the algebra is given through the Miura transformation and the cases for and are worked out in detail.

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