768 citations · 2.6k across the 25 of their papers we have counts for
3 papers · 1 filter
A case study in programming a quantum annealer for hard operational planning problems
Eleanor G. Rieffel, Davide Venturelli, Bryan O'Gorman +3
We report on a case study in programming an early quantum annealer to attack optimization problems related to operational planning. While a number of studies have looked at the per…
Bayesian Network Structure Learning Using Quantum Annealing
Bryan O'Gorman, Alejandro Perdomo-Ortiz, Ryan Babbush +2
We introduce a method for the problem of learning the structure of a Bayesian network using the quantum adiabatic algorithm. We do so by introducing an efficient reformulation of a…
Quantum Optimization of Fully-Connected Spin Glasses
Davide Venturelli, Salvatore Mandrà, Sergey Knysh +3
The Sherrington-Kirkpatrick model with random couplings is programmed on the D-Wave Two annealer featuring 509 qubits interacting on a Chimera-type graph. The performance of…