Costate proportionality conjecture for the Douglas–Rachford projector
Costate proportionality conjecture for the Douglas–Rachford projector
Let be the costate variable emerging from the projector onto computed in the numerical projection algorithm, and let be the costate variable associated with Problem (P). A junction time is a time at which the control simultaneously falls into two cases of the control law, corresponding to a transition between active and inactive control constraints. Let be a junction time for some , , such that , and define
Costate proportionality conjecture. The costate variables satisfy
The conjecture was formulated and tested using extensive numerical experiments and proposes that the costate from Problem (P) is a scalar multiple of the Douglas–Rachford projector costate at every time. Its validity beyond the reported numerical evidence remains open.
Sources & referencesView supporting material
Primary source
Regina S. Burachik, Bethany I. Caldwell and C. Yalçın Kaya, “Douglas-Rachford Algorithm for Control- and State-constrained Optimal Control Problems”, arXiv:2401.07436 (2024).
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