For symmetric quadratic coefficient matrices, the Euler-Lagrange equations give , where is the positive-definite mass matrix. Substitute a normal-mode oscillation to get
The positive roots determine the squared normal frequencies and their nonzero null vectors give mode shapes. Repeated eigenvalues give multidimensional mode spaces.
The particle's kinetic energy is . For a taut elastic string at length , Hooke's law gives tension and elastic energy . With and gravitational potential , this gives exactly
This is the taut-string regime containing the equilibrium. Differentiating the potential gives
At , and all three accelerations vanish.
With , expansion to quadratic order gives . Substitution cancels the linear terms, leaving
The mass matrix remains , and the stiffness matrix is . Therefore
The horizontal frequency is doubly degenerate: a linearly polarized oscillation in any horizontal direction is a normal mode. The remaining mode is vertical stretching and contraction of the string, with horizontal coordinates zero.

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