Title :
An efficient computational method for the optimal control of higher dimensional quantum systems
Author :
Sridharan, Srinivas ; Gu, Mile ; James, Matthew R. ; McEneaney, William M.
Author_Institution :
Dept. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
The process of obtaining solutions to optimal control problems via mesh based techniques suffers from the well known problem of the curse of dimensionality. This issue is especially severe in quantum systems whose dimensions grow exponentially with the number of interacting elements (qubits) that they contain. In this article we develop a modification of recently introduced curse-of-dimensionality-free max-plus techniques, to the control of quantum systems. This method yields a more manageable growth that is related to the cardinality of the control set. Its efficacy is demonstrated by obtaining an approximate solution to a previously intractable problem on a 2 qubit system.
Keywords :
mesh generation; multidimensional systems; optimal control; quantum theory; 2 qubit system; computational method; control set; curse-of-dimensionality-free max-plus techniques; higher dimensional quantum systems; manageable growth; mesh based techniques; optimal control; qubits; Algebra; Complexity theory; Cost function; Dynamic programming; Equations; Optimal control; Quantum computing;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717167