def test_constraint(self):
reference_block = Block(self.reference_polygon, 1, self.domain)
reference_value = Block.Value(0, 0, 0)
block_with_same_color = Block(self.reference_polygon, 1, self.domain)
block_with_different_color = Block(self.reference_polygon, 2, self.domain)
self.assertTrue(Block.check_constraint(
reference_block, reference_value,
block_with_different_color, Block.Value(1, 0, 0)
))
self.assertFalse(Block.check_constraint(
reference_block, reference_value,
block_with_same_color, Block.Value(1, 0, 0)
))
self.assertFalse(Block.check_constraint(
reference_block, reference_value,
block_with_different_color, Block.Value(0, 0, 0)
))
self.assertFalse(Block.check_constraint(
reference_block, reference_value,
block_with_same_color, Block.Value(0, 0, 0)
))
self.assertTrue(Block.check_constraint(
reference_block, reference_value,
block_with_different_color, Block.Value(1, 1, 0)
))
self.assertTrue(Block.check_constraint(
reference_block, reference_value,
block_with_same_color, Block.Value(1, 1, 0)
))
def is_solution_sound(solved_problem):
for source_variable in solved_problem.variables:
for destination_variable in solved_problem.variables:
if source_variable is destination_variable:
continue
if source_variable.domain.__len__() != 1:
return False
if destination_variable.domain.__len__() != 1:
return False
constraint_is_complied = Block.check_constraint(
source_variable, source_variable.domain[0],
destination_variable, destination_variable.domain[0]
)
if not constraint_is_complied:
return False
return True
def get_propositional_logic_cnf(self):
logic_variables = []
clauses = []
clauses_to_ensure_at_least_one_assignment = []
for variable in self.variables:
clause_to_ensure_at_least_one_assignment = []
for value in variable.domain:
logic_variable = (variable, value)
logic_variables.append(
logic_variable
)
clause_to_ensure_at_least_one_assignment.append((logic_variable, True))
for other_value in variable.domain:
other_logic_variable = (variable, other_value)
if value is other_value:
continue
clause_to_ensure_at_most_one_assignment = [
(logic_variable, False), (other_logic_variable, False)
]
clauses.append(clause_to_ensure_at_most_one_assignment)
clauses_to_ensure_at_least_one_assignment.append(clause_to_ensure_at_least_one_assignment)
for first_logic_variable in logic_variables:
for second_logic_variable in logic_variables:
if first_logic_variable is second_logic_variable:
continue
there_is_conflict = not Block.check_constraint(
first_logic_variable[0], first_logic_variable[1],
second_logic_variable[0], second_logic_variable[1]
)
if there_is_conflict:
clause_to_ensure_constraint = [
(first_logic_variable, False), (second_logic_variable, False)
]
clauses.append(clause_to_ensure_constraint)
clauses.extend(clauses_to_ensure_at_least_one_assignment)
return clauses