This paper deals with the problem of H-infinity model reduction for linear
continuous time-delay systems. For a given delay system, the problem we add
ress is the construction of a reduced-order model such that the associated
model error satisfies a prescribed H-infinity norm bound constraint. Two al
ternative methods for obtaining reduced-order models are presented. Suffici
ent conditions for the existence of desired reduced-order models are propos
ed in terms of linear matrix inequalities (LMIs) and a coupling non-convex
rank constraint set. Conditions based on strict LMIs are obtained for the z
eroth-order H-infinity approximation problem. When these conditions are sat
isfied, an explicit parametrization of the desired reduced-order models is
also presented. All these results are extended to time-delay systems with p
arameter uncertainties. Finally, an illustrative example is provided to dem
onstrate the effectiveness of the proposed approach.