An information theoretical analysis of quantum optimal control
arXiv:1401.5047 · doi:10.1103/PhysRevLett.113.010502
Abstract
We show that if an efficient classical representation of the dynamics exists, optimal control problems on many-body quantum systems can be solved efficiently with finite precision. We show that the size of the space of parameters necessary to solve quantum optimal control problems defined on pure, mixed states and unitaries is polynomially bounded from the size of the of the set of reachable states in polynomial time. We provide a bound for the minimal time necessary to perform the optimal process given the bandwidth of the control pulse, that is the continuous version of the Solovay-Kitaev theorem. We explore the connection between entanglement present in the system and complexity of the control problem, showing that one-dimensional slightly entangled dynamics can be efficiently controlled. Finally, we quantify how noise affects the presented results.
4 pages
References in corpus (8)
- The density-matrix renormalization group in the age of matrix product states
- Quantum speed limits in open system dynamics
- Quantum simulation of time-dependent Hamiltonians and the convenient illusion of Hilbert space
- Robust optimal quantum gates for Josephson charge qubits
- Communication at the quantum speed limit along a spin chain
- Interferometry with non-classical motional states of a Bose-Einstein condensate
- Controllability of open quantum systems with Kraus-map dynamics
- Simulation of time evolution with the MERA
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