Improved mapping of the travelling salesman problem for quantum annealing
ORAL
Abstract
We consider the quantum adiabatic algorithm as applied to the travelling salesman problem (TSP). We introduce a novel mapping of TSP to an Ising spin glass Hamiltonian and compare it to previous known mappings. Through direct perturbative analysis, unitary evolution, and simulated quantum annealing, we show this new mapping to be significantly superior. We discuss how this advantage can translate to actual physical implementations of TSP on quantum annealers.
–
Authors
-
Matthias Troyer
Theoretische Physik, ETH, ETH - Zurich, ETH Zurich
-
Bettina Heim
ETH Zurich
-
Ethan Brown
ETH Z\"urich, ETH Zurich
-
David Wecker
Microsoft Research, Quantum Architectures and Computation Group, Microsoft Research