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ortools-clone/documentation/tutorials/python/chap2/cp_is_fun2.py

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2012-03-03 22:36:56 +00:00
# Copyright 2010-2011 Google
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
Cryptoarithmetic puzzle
First attempt to solve equation CP + IS + FUN = TRUE
where each letter represents a unique digit.
This problem has 72 different solutions in base 10.
Use of SolutionCollectors.
Use of Solve().
"""
from constraint_solver import pywrapcp
from os import abort
def CPIsFun():
# Constraint programming engine
solver = pywrapcp.Solver('CP is fun!');
kBase = 10
# Decision variables
digits = range(0, kBase)
digits_without_zero = digits[1:]
c = solver.IntVar(digits_without_zero, 'C');
p = solver.IntVar(digits, 'P');
i = solver.IntVar(digits_without_zero, 'I');
s = solver.IntVar(digits, 'S');
f = solver.IntVar(digits_without_zero, 'F');
u = solver.IntVar(digits, 'U');
n = solver.IntVar(digits, 'N');
t = solver.IntVar(digits_without_zero, 'T');
r = solver.IntVar(digits, 'R');
e = solver.IntVar(digits, 'E');
# We need to group variables in a list to be able to use
# the global constraint AllDifferent
letters = [c, p, i, s, f, u, n, t, r, e]
# Check if we have enough digits
assert kBase >= len(letters)
# Constraints
solver.Add(solver.AllDifferent(letters))
# CP + IS + FUN = TRUE
term1 = solver.Sum([kBase*c, p])
term2 = solver.Sum([kBase*i, s])
term3 = solver.Sum([kBase*kBase*f, kBase*u, n])
sum_terms = solver.Sum([term1, term2, term3])
sum_value = solver.Sum([kBase*kBase*kBase*t, kBase*kBase*r, kBase*u, e])
solver.Add(sum_terms == sum_value)
all_solutions = solver.AllSolutionCollector()
# Add the interesting variables to the SolutionCollector
all_solutions.Add(c)
all_solutions.Add(p)
# Create the variable kBase * c + p
v1 = solver.Sum([kBase * c, p])
# Add it to the SolutionCollector
all_solutions.Add(v1);
db = solver.Phase(letters, solver.INT_VAR_DEFAULT,
solver.INT_VALUE_DEFAULT)
solver.Solve(db, all_solutions)
# Retrieve the solutions
numberSolutions = all_solutions.SolutionCount()
print "Number of solutions: ", numberSolutions
solution = solver.Assignment()
for index in range(numberSolutions):
solution = all_solutions.Solution(index)
print "Solution found:"
print "v1=" ,solution.Value(v1)
return
if __name__ == '__main__':
CPIsFun()