We investigate the ground-state phase diagram of the two-dimensional Hubbard model based on the optimization variational Monte Carlo method. We use a wave function that is an off-diagonal type given as $\psi=\exp(-\lambda K)P_G\psi_0\psi_0P_G$ is the Gutzwiller operator, is the kinetic operator, and is a variational parameter. The many-body effect plays an important role as an origin of spin correlation and superconductivity in correlated electron systems. We examine the competition between the antiferromagnetic state and superconducting state by varying the Coulomb repulsion , the band parameter and the electron density . We show a phase diagram that includes superconducting and antiferromagnetic phases and that is most favorable for superconductivity.

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