Variational quantum algorithm with information sharing
نویسندگان
چکیده
We introduce an optimisation method for variational quantum algorithms and experimentally demonstrate a 100-fold improvement in efficiency compared to naive implementations. The effectiveness of our approach is shown by obtaining multi-dimensional energy surfaces small molecules spin model. Our solves related problems parallel exploiting the global nature Bayesian sharing information between different optimisers. Parallelisation makes ideally suited next generation with many physical degrees freedom. This addresses key challenge scaling-up towards demonstrating advantage real-world interest.
منابع مشابه
Quantum Secret Sharing with Grover’s Algorithm
Quantum secret sharing addresses the same problem that classical secret sharing does, but via quantum means. That is, Alice wishes to send a secret to n agents, and any k ≤ n agents can collaborate to recover the secret. However, for any fewer than k agents, collaboration will information-theoretically reveal no information about the secret. Such protocols are called (k,n)threshold schemes, and...
متن کاملQuantum information sharing between topologically distinct platforms
Chang-Yu Hou,1,2 Gil Refael,1,3 and Kirill Shtengel2,3,4 1Department of Physics, California Institute of Technology, Pasadena, California 91125, USA 2Department of Physics and Astronomy, University of California at Riverside, Riverside, California 92521, USA 3Institute for Quantum Information and Matter, California Institute of Technology, Pasadena, California 91125, USA 4Institute for Solid St...
متن کاملThe IM Algorithm: A Variational Approach to Information Maximization
The maximisation of information transmission over noisy channels is a common, albeit generally computationally difficult problem. We approach the difficulty of computing the mutual information for noisy channels by using a variational approximation. The resulting IM algorithm is analagous to the EM algorithm, yet maximises mutual information, as opposed to likelihood. We apply the method to sev...
متن کاملMultiparty secret sharing of quantum information based on entanglement swapping
A protocol of multiparty secret sharing of quantum information based on entanglement swapping is analyzed. In this protocol, Bell states are needed in order to realize the quantum information secret sharing and it is convenient to realize the quantum secret sharing among the members of any subset of users. 2004 Elsevier B.V. All rights reserved. PACS: 03.67.Dd; 03.65.Ud
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: npj Quantum Information
سال: 2021
ISSN: ['2056-6387']
DOI: https://doi.org/10.1038/s41534-021-00452-9