We study the dynamics of 5-dimensional gauge theory on by compactifying type II/M theory on degenerate Calabi-Yau manifolds. We use the local mirror symmetry and shall show that the prepotential of the 5-dimensional SU(2) gauge theory without matter is given exactly by that of the type II string theory compactified on the local , i.e. Hirzebruch surface lying inside a non-compact Calabi-Yau manifold. It is shown that our result reproduces the Seiberg-Witten theory at the 4-dimensional limit ( denotes the radius of ) and also the result of the uncompactified 5-dimensional theory at . We also discuss SU(2) gauge theory with matter in vector representations and show that they are described by the geometry of the local blown up at points.

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