Back to search
2505.12529

H∞ model order reduction for quadratic output systems

Birgit Hillebrecht, Benjamin Unger

wronghigh confidenceCounterexample detected
Category
math.DS
Journal tier
Specialist/Solid
Processed
Sep 28, 2025, 12:56 AM

Audit review

Items (1), (2), and (4) of Theorem 2.2 match standard facts and are argued plausibly in the paper (norm properties and the frequency-axis characterization via maximum modulus; Frobenius-norm identity when p=1) as stated in Definition 2.1 and Theorem 2.2 items 1, 2, and 4 . However, item (3) (the claimed bound ∥y∥2 ≤ ∥G1∥H∞∥u∥2 + ∥G2∥H∞∥u∥22) is incorrect under the stated L2([0,∞)) setting. The proof line equating ∥H2∗2(u⊗u)∥2 with ∥G2 L[u⊗u]∥2 via Parseval is not valid for the bilinear convolution-to-frequency mapping of a one-dimensional output; the two-variable transform of the kernel does not reduce to a simple pointwise multiplication in the output’s one-dimensional frequency variable. A concrete counterexample (y(t) = u(t)^T P u(t) with P≠0) violates the asserted inequality, showing that L2 alone does not control the quadratic term on infinite horizon. The paper’s derivation hinges on the kernel representation (7) and its multivariate Laplace transform, but the step to the claimed L2 bound misapplies Parseval in this mixed (1D output vs 2D kernel/input) setting (see Theorem 2.2(3) and its proof) . Consequently, the corollary that uses item (3) to bound the model reduction error likewise lacks validity without strengthening assumptions .

Referee report (LaTeX)

\textbf{Recommendation:} major revisions

\textbf{Journal Tier:} specialist/solid

\textbf{Justification:}

The work proposes a natural H∞-type norm for LTIQO systems and a pragmatic MOR scheme. Its basic norm properties and the scalar-output quadratic identity are sound, and the numerical section is informative. However, the central theoretical guarantee that this norm bounds the L2–L2 gain (Theorem 2.2(3)) is incorrect as stated; the proof misapplies Parseval for the bilinear term and fails for general L2 inputs with nonzero Pj. Since this bound underlies the advertised error control and Corollary 2.3, substantial revision is necessary to correct the statement under appropriate assumptions or to replace it with a valid alternative.