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    • https://phys.libretexts.org/Bookshelves/Classical_Mechanics/Graduate_Classical_Mechanics_(Fowler)/19%3A_One-Dimensional_Crystal_Dynamics/19.02%3A_The_Circulant_Matrix-__Nature_of_its_Eigenstates
      The matrix we’ve constructed above has a very special property: each row is identical to the preceding row with the elements moved over one place, that is, it has the form c_{0} & c_{1} & c_{2} & c_{3...The matrix we’ve constructed above has a very special property: each row is identical to the preceding row with the elements moved over one place, that is, it has the form c_{0} & c_{1} & c_{2} & c_{3} \\ c_{3} & c_{0} & c_{1} & c_{2} \\ c_{2} & c_{3} & c_{0} & c_{1} \\ c_{1} & c_{2} & c_{3} & c_{0} In particular, we’ll show that the eigenvectors have the form \left(1, \omega_{j}, \omega_{j}^{2}, \omega_{j}^{3}, \ldots, \omega_{j}^{N-1}\right)^{T} where \omega_{j}^{N}=1.

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