Files
ortools-clone/examples/python/cryptarithm_sat.py

83 lines
2.3 KiB
Python
Raw Normal View History

#!/usr/bin/env python3
# Copyright 2010-2022 Google LLC
# 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.
"""Use CP-SAT to solve a simple cryptarithmetic problem: SEND+MORE=MONEY.
"""
from absl import app
from ortools.sat.python import cp_model
def send_more_money():
"""Solve the cryptarithmic puzzle SEND+MORE=MONEY.
"""
model = cp_model.CpModel()
# Create variables.
# Since s is a leading digit, it can't be 0.
s = model.NewIntVar(1, 9, 's')
e = model.NewIntVar(0, 9, 'e')
n = model.NewIntVar(0, 9, 'n')
d = model.NewIntVar(0, 9, 'd')
# Since m is a leading digit, it can't be 0.
m = model.NewIntVar(1, 9, 'm')
o = model.NewIntVar(0, 9, 'o')
r = model.NewIntVar(0, 9, 'r')
y = model.NewIntVar(0, 9, 'y')
# Create carry variables. c0 is true if the first column of addends carries
# a 1, c2 is true if the second column carries a 1, and so on.
c0 = model.NewBoolVar('c0')
c1 = model.NewBoolVar('c1')
c2 = model.NewBoolVar('c2')
c3 = model.NewBoolVar('c3')
# Force all letters to take on different values.
model.AddAllDifferent(s, e, n, d, m, o, r, y)
# Column 0:
model.Add(c0 == m)
# Column 1:
model.Add(c1 + s + m == o + 10 * c0)
# Column 2:
model.Add(c2 + e + o == n + 10 * c1)
# Column 3:
model.Add(c3 + n + r == e + 10 * c2)
# Column 4:
model.Add(d + e == y + 10 * c3)
# Solve model.
solver = cp_model.CpSolver()
if solver.Solve(model) == cp_model.OPTIMAL:
print('Optimal solution found!')
print('s:', solver.Value(s))
print('e:', solver.Value(e))
print('n:', solver.Value(n))
print('d:', solver.Value(d))
print('m:', solver.Value(m))
print('o:', solver.Value(o))
print('r:', solver.Value(r))
print('y:', solver.Value(y))
def main(_):
send_more_money()
if __name__ == '__main__':
app.run(main)