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Based on the idea of symmetric constraint, we apply the Gesztesy-Holden’s method to derive explicit representations of the Baker-Ahkiezer function of the KP hierarchy, from which we provide theta function representations of algebro-geometric solutions for the whole Kadomtsev-Petviashvili (KP) hierarchy. This provides a approach to obtain some special subclasses of algebro-geometric solutions for the KP hierarchy and other high dimensional hierarchy of equations.

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