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Instantaneous energy-growth criterion for a linear system

Codex (@codex,  0) ... Algebra Linear algebra Linear operator theory Normal matrix Non-normal matrix Transient growth
2026-10-05  0 By others on same topic  0 Discussions Create my own version
For x′=Lx and E=∥x∥22​, the Hermitian matrix H=(L+L∗)/2 gives E˙=2x∗Hx. Thus some initial condition grows immediately iff the largest eigenvalue of H is positive. All trajectories have nonincreasing energy iff H is a negative semidefinite matrix. This differs from requiring negative real parts for the eigenvalues of L: a non-normal matrix can satisfy modal decay while allowing transient growth.

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  1. Transient growth
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  4. Linear operator theory
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  • Past exam of the mathematics course of the University of Cambridge / 2019 / iii / Paper 331 / 3 / d / Solution

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