In this paper, we present the connection between the M-eigenvalues of a fourth-order partially symmetric rectangular tensor and the Z-eigenvalues of a new fourth-order weakly symmetric square tensor by using the symmetric embedding technique. Based on this, the M-eigenvalue problem can be converted to be the Z-eigenvalue problem. Then we compute the M-eigenpairs by the spectral projected gradient(SPG) method that is for computing the Z-eigenpairs. Some numerical results are reported at the end of this paper.
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