dwavebinarycsp.ConstraintSatisfactionProblem.check

ConstraintSatisfactionProblem.check(solution)[source]

Check that a solution satisfies all of the constraints.

Parameters:solution (container) – An assignment of values for the variables in the constraint satisfaction problem.
Returns:True if the solution satisfies all of the constraints; False otherwise.
Return type:bool

Examples

This example creates a binary-valued constraint satisfaction problem, adds two logic gates implementing Boolean constraints, \(c = a \wedge b\) and \(d = a \oplus c\), and verifies that the combined problem is satisfied for a given assignment.

>>> import dwavebinarycsp.factories.constraint.gates as gates
>>> csp = dwavebinarycsp.ConstraintSatisfactionProblem(dwavebinarycsp.BINARY)
>>> csp.add_constraint(gates.and_gate(['a', 'b', 'c']))  # add an AND gate
>>> csp.add_constraint(gates.xor_gate(['a', 'c', 'd']))  # add an XOR gate
>>> csp.check({'a': 1, 'b': 0, 'c': 0, 'd': 1})
True