2024 Boson Club Costantino Budroni (IQOQI-Vienna/University of Vienna, Austria)-1130122

Time:1130122 (Mon.) 11:00~13:00
Speaker:Costantino Budroni
Lecturers and researchers, Department of Physics, University of Pisa, Austria
Title:Optimisation of time-ordered processes in the finite and asymptotic regime
Abstract:
Many problems in quantum information theory can be formulated as optimizations over the sequential outcomes of dynamical systems subject to unpredictable external influences. Such problems include many-body entanglement detection through adaptive measurements, computing the maximum average score of a preparation game over a continuous set of target states and limiting the behavior of a (quantum) finite-state automaton. In this work, we introduce tractable relaxations of this class of optimization problems. To illustrate their performance, we use them to: (a) compute the probability that a finite-state automaton outputs a given sequence of bits; (b) develop a new many-body entanglement detection protocol; (c) let the computer invent an adaptive protocol for magic state detection. As we further show, the maximum score of a sequential problem in the limit of infinitely many time-steps is in general incomputable. Nonetheless, we provide general heuristics to bound this quantity and show that they provide useful estimates in relevant scenarios.
Place:F104, Gongguan Campus, NTNU
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