Minor-embedding in adiabatic quantum computation: II. Minor-universal graph design
نویسنده
چکیده
In [6], we introduced the notion of minor-embedding in adiabatic quantum optimization. A minor-embedding of a graph G in a quantum hardware graph U is a subgraph of U such that G can be obtained from it by contracting edges. In this paper, we describe the intertwined adiabatic quantum architecture design problem, which is to construct a hardware graph U that satisfies all known physical constraints and, at the same time, permits an efficient minor-embedding algorithm. We illustrate an optimal complete-graph-minor hardware graph. Given a family F of graphs, a (host) graph U is called F-minor-universal if for each graph G in F , U contains a minor-embedding of G. The problem for designing a F-minor-universal hardware graph Usparse in which F consists of a family of sparse graphs (e.g., bounded degree graphs) is open.
منابع مشابه
Minor-embedding in adiabatic quantum computation: I. The parameter setting problem
We show that the NP-hard quadratic unconstrained binary optimization (QUBO) problem on a graph G can be solved using an adiabatic quantum computer that implements an Ising spin-1/2 Hamiltonian, by reduction through minor-embedding of G in the quantum hardware graph U . There are two components to this reduction: embedding and parameter setting. The embedding problem is to find a minor-embedding...
متن کاملAdiabatic quantum programming: minor embedding with hard faults
Adiabatic quantum programming defines the time-dependent mapping of a quantum algorithm into an underlying hardware or logical fabric. An essential step is embedding problem-specific information into the quantum logical fabric. We present algorithms for embedding arbitrary instances of the adiabatic quantum optimization algorithm into a square lattice of specialized unit cells. Thesemethods ext...
متن کاملA practical heuristic for finding graph minors
We present a heuristic algorithm for finding a graph H as a minor of a graph G that is practical for sparse G and H with hundreds of vertices. We also explain the practical importance of finding graph minors in mapping quadratic pseudo-boolean optimization problems onto an adiabatic quantum annealer.
متن کاملSystematic and Deterministic Graph-Minor Embedding for Cartesian Products of Graphs
The limited connectivity of current and next-generation quantum annealers motivates the need for efficient graph minor embedding methods. These methods allow non-native problems to be adapted to the target annealer’s architecture. The overhead of the widely used heuristic techniques is quickly proving to be a significant bottleneck for solving real-world applications. To alleviate this difficul...
متن کاملRealizable Hamiltonians for Universal Adiabatic Quantum Computers
It has been established that local lattice spin Hamiltonians can be used for universal adiabatic quantum computation. However, the 2-local model Hamiltonians used in these proofs are general and hence do not limit the types of interactions required between spins. To address this concern, the present paper provides two simple model Hamiltonians that are of practical interest to experimentalists ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Quantum Information Processing
دوره 10 شماره
صفحات -
تاریخ انتشار 2011