Genericity of non-degenerate policies in H-infinity control
Genericity of non-degenerate policies in H-infinity control
Let be the space of full-order dynamic policies, and let be the subset of non-degenerate policies, namely those admitting a certificate whose off-diagonal block lies in and satisfies the bounded-real matrix inequality at the policy's cost. Genericity conjecture. The complement
has measure zero in the space . Unlike the smooth LQG case, this remains open because the nonsmoothness of the cost prevents a direct real-analytic zero-set argument.
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Sources & referencesView supporting material
Primary source
Yang Zheng, Chih-fan Pai and Yujie Tang, “Benign Nonconvex Landscapes in Optimal and Robust Control, Part I: Global Optimality”, arXiv:2312.15332 (2023).
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