Max 2-SAT with up to 108 qubits
- 1. Department of Physics and Center for Quantum Information Science and Technology, University of Southern California, Los Angeles, California 90089 (United States)
- 2. Information Sciences Institute, University of Southern California, Marina del Rey, California (United States)
- 3. Departments of Electrical Engineering, Chemistry, and Physics, and Center for Quantum Information Science and Technology, University of Southern California, Los Angeles, California 90089 (United States)
Description
We experimentally study the performance of a programmable quantum annealing processor, the D-Wave One (DW1) with up to 108 qubits, on maximum SAT problem with 2 variables per clause (MAX 2-SAT) problems. We consider ensembles of random problems characterized by a fixed clause density, an external parameter which we tune through its critical value in our experiments. We demonstrate that the DW1 is sensitive to the critical value of the clause density. The DW1 results are verified and compared with akmaxsat, an exact, state-of-the-art algorithm. We study the relative performance of the two solvers and how they correlate in terms of problem hardness. We find that the DW1 performance scales more favorably with problem size and that problem hardness correlation is essentially non-existent. We discuss the relevance and limitations of such a comparison. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1367-2630/16/4/045006Additional details
Identifiers
Publishing Information
- Journal Title
- New Journal of Physics
- Journal Volume
- 16
- Journal Issue
- 4
- Journal Page Range
- [29 p.]
- ISSN
- 1367-2630
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 46060018
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- ALGORITHMS; HAMILTONIANS; MATHEMATICAL SOLUTIONS; PERFORMANCE; PHASE TRANSFORMATIONS; QUANTUM COMPUTERS; QUANTUM MECHANICS; QUBITS; RANDOMNESS; SPIN GLASS STATE; SQUID DEVICES; STOCHASTIC PROCESSES
- Descriptors DEC
- COMPUTERS; ELECTRONIC EQUIPMENT; EQUIPMENT; FLUXMETERS; INFORMATION; MATHEMATICAL LOGIC; MATHEMATICAL OPERATORS; MEASURING INSTRUMENTS; MECHANICS; MICROWAVE EQUIPMENT; QUANTUM INFORMATION; QUANTUM OPERATORS; SUPERCONDUCTING DEVICES