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Part B Eigenvalues and Eigenvectors of a Tensor 41


        ever, there are actually infinitely many eigenvectors corresponding to the double root. In fact,
        since Te 1=2e 1 and Tc 2=2e2, therefore,



        i.e., aei-f/Se2 is an eigenvector with eigenvalue 2. This fact can also be obtained from
        Eqs.(2B17.3c). With A=2 these equations give







        Thus, 0.1 and«2 are  arbitrary and«3=0 so that any vector perpendicular to e 3, i.e.,
        n=a e +6Z  e  s an
           i l   2 2 i   eigenvector.




                                         Example 2B17.4
           Find the eigenvalues and eigenvectors for the tensor





           Solution. The characteristic equation gives





        Thus, there are three distinct eigenvalues, Aj=2, A 2=5 and A 3= -5.

           Corresponding to Aj=2, Eqs. (2B17.3c) give






        and Eq. (2B17.5) gives



                   3 0 ^ «i=±l, so that the eigenvector corresponding to Aj=2 is n 1=±ej. We
        Thus, «2 =C1: =  an
        note that from the Example 2B17.2, this eigenvalue 2 and the corresponding eigenvector
        ±«i can be written down by inspection without computation.

          Corresponding to A 2=5, we have
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