dwave.samplers.PlanarGraphSolver.sample#

PlanarGraphSolver.sample(bqm: BinaryQuadraticModel, pos: Mapping[Hashable, Tuple[float, float]] | None = None, **kwargs) → SampleSet[source]#

Find a ground state of a planar Ising problem without linear biases.

Parameters:

  • bqm – Binary quadratic model representing a planar Ising model with no linear biases.

  • pos – Position for each node as a dict of form {node: (x-coordinate, y-coordinate),...}.

Examples

>>> import dimod
>>> from dwave.samplers.planar import PlanarGraphSolver
>>> bqm = dimod.BinaryQuadraticModel.empty(dimod.SPIN)
>>> bqm.add_interaction('a', 'b', +1.0)
>>> bqm.add_interaction('b', 'c', +1.0)
>>> bqm.add_interaction('c', 'a', +1.0)
>>> pos = {'a': (0, 0), 'b': (1, 0), 'c': (0, 1)}
>>> sampleset = PlanarGraphSolver().sample(bqm, pos)
>>> print(sampleset)
   a  b  c energy num_oc.
0 +1 -1 -1   -1.0       1
['SPIN', 1 rows, 1 samples, 3 variables]