We study symmetry-protected topological (SPT) phases in one-dimensional spin systems with symmetry. We construct ground-state wave functions of the matrix product form for nontrivial phases and their parent Hamiltonian from a cocycle of the group cohomology . The Hamiltonian is an SU(3) version of the Affleck-Kennedy-Lieb-Tasaki (AKLT) model, consisting of bilinear and biquadratic terms of su(3) generators in the adjoint representation. A generalization to the SU() case, the SU() AKLT Hamiltonian, is also presented which realizes nontrivial SPT phases. We use the infinite-size variant of the density matrix renormalization group (iDMRG) method to determine the ground-state phase diagram of the SU(3) bilinear-biquadratic model as a function of the parameter controlling the ratio of the bilinear and biquadratic coupling constants. The nontrivial SPT phase is found for a range of the parameter including the point of vanishing biquadratic term () as well as the SU(3) AKLT point []. A continuous phase transition to the SU(3) dimer phase takes place at , with a central charge . For SU(3) symmetric cases we define string order parameters for the SPT phases in a similar way to the conventional Haldane phase. We propose simple spin models that effectively realize the SU(3) and SU(4) AKLT models.

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