Minimal stationary policies are non-degenerate in H-infinity control
Minimal stationary policies are non-degenerate in H-infinity control
Let be the space of full-order dynamic policies for control. A policy is Clarke stationary when , and a minimal policy is a policy of minimal controller order. A non-degenerate policy is one belonging to , the class admitting a positive-definite Lyapunov certificate with invertible off-diagonal block. Minimal-policy conjecture. If is a Clarke stationary point and is a minimal policy, then it is non-degenerate, and hence it is a global minimum of over . The claim is presented as an analogue of the LQG result; its resolution is left to future work, and the supplied status evidence marks it as disproved.
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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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