Let be a symmetric nonnegative matrix and consider with fixed real . In any inner product for which is self-adjoint, diagonalization of a matrix gives
Indeed each modal coefficient is either a cosine and sine divided by its frequency, a linear function at zero frequency, or a hyperbolic cosine and sine divided by its growth rate. The bounds , , and prove the estimate. It is uniform in the spectrum of and therefore gives finite-time displacement stability. Uniform velocity estimates need additional control of the initial spatial energy. All-time displacement bounds require a strictly positive lower bound for , a different condition.
For with symmetric positive definite , all-data displacement is bounded for all time on a fixed grid exactly when . Diagonalization of a matrix reduces this assertion to oscillators. At equality, an initial velocity in a zero-frequency mode produces linear growth; above it a growing hyperbolic mode is available. A lower bound on uniform in the mesh gives a uniform displacement estimate. This all-time statement is stronger than displacement stability of a symmetric semidiscrete wave equation on fixed finite time intervals.

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