A dissipativity theorem for p-dominant systems
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Abstract (arXiv)
We revisit the classical dissipativity theorem of linear-quadratic theory in a generalized framework where the quadratic storage is negative definite in a p-dimensional subspace and positive definite in a complementary subspace. The classical theory assumes p = 0 and provides an inter- connection theory for stability analysis, i.e. convergence to a zero dimensional attractor. The generalized theory is shown to provide an interconnection theory for p-dominance analysis, i.e. convergence to a p-dimensional dominant subspace. In turn, this property is the differential characterization of a generalized contraction property for nonlinear systems. The proposed generalization opens a novel avenue for the analysis of interconnected systems with low-dimensional attractors.
Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 18 Sep 2017.
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- 2026On Dominant Manifolds in Reservoir Computing Networkscited by 1
- 2026On Dominant Manifolds in Reservoir Computing Networks7 Apr 2026