dimod.reference.composites.higherordercomposites.PolyFixedVariableComposite.sample_hubo

PolyFixedVariableComposite.sample_hubo(H, **kwargs)

Sample from a higher-order unconstrained binary optimization problem.

Convert the given higher-order unconstrained binary optimization problem to a BinaryPolynomial and then call sample_poly().

Parameters:

• H (dict) – Coefficients of the HUBO as a dict of the form {(u, v, …): bias, …}, where u, v, are binary-valued variables in the polynomial and bias their associated coefficient.
• **kwargs – See sample_poly() for additional keyword definitions.

Returns:

SampleSet

See also

sample_poly(), sample_hising()