Files
ortools-clone/examples/python/place_number_puzzle.py
2012-03-28 14:23:23 +00:00

135 lines
3.2 KiB
Python

# Copyright 2010 Hakan Kjellerstrand hakank@bonetmail.com
#
# 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.
"""
Place number puzzle Google CP Solver.
http://ai.uwaterloo.ca/~vanbeek/Courses/Slides/introduction.pdf
'''
Place numbers 1 through 8 on nodes
- each number appears exactly once
- no connected nodes have consecutive numbers
2 - 5
/ | X | \
1 - 3 - 6 - 8
\ | X | /
4 - 7
""
Compare with the following models:
* MiniZinc: http://www.hakank.org/minizinc/place_number.mzn
* Comet: http://www.hakank.org/comet/place_number_puzzle.co
* ECLiPSe: http://www.hakank.org/eclipse/place_number_puzzle.ecl
* SICStus Prolog: http://www.hakank.org/sicstus/place_number_puzzle.pl
* Gecode: http://www.hakank.org/gecode/place_number_puzzle.cpp
This model was created by Hakan Kjellerstrand (hakank@bonetmail.com)
Also see my other Google CP Solver models: http://www.hakank.org/google_or_tools/
"""
import sys
import string
from constraint_solver import pywrapcp
def main():
# Create the solver.
solver = pywrapcp.Solver('Place number')
# data
m = 32
n = 8
# Note: this is 1-based for compatibility (and lazyness)
graph = [
[1,2],
[1,3],
[1,4],
[2,1],
[2,3],
[2,5],
[2,6],
[3,2],
[3,4],
[3,6],
[3,7],
[4,1],
[4,3],
[4,6],
[4,7],
[5,2],
[5,3],
[5,6],
[5,8],
[6,2],
[6,3],
[6,4],
[6,5],
[6,7],
[6,8],
[7,3],
[7,4],
[7,6],
[7,8],
[8,5],
[8,6],
[8,7]
]
# declare variables
x = [solver.IntVar(1, n, "x%i"%i) for i in range(n)]
#
# constraints
#
solver.Add(solver.AllDifferent(x))
for i in range(m):
# Note: make 0-based
solver.Add( abs(
x[graph[i][0]-1]-x[graph[i][1]-1]) > 1
)
# symmetry breaking
solver.Add(x[0] < x[n-1])
#
# solution and search
#
solution = solver.Assignment()
solution.Add(x)
collector = solver.AllSolutionCollector(solution)
solver.Solve(solver.Phase(x,
solver.CHOOSE_FIRST_UNBOUND,
solver.ASSIGN_MIN_VALUE),
[collector])
num_solutions = collector.SolutionCount()
for s in range(num_solutions):
print "x:", [collector.Value(s, x[i]) for i in range(len(x))]
print
print "num_solutions:", num_solutions
print "failures:", solver.Failures()
print "branches:", solver.Branches()
print "WallTime:", solver.WallTime()
print
if __name__ == '__main__':
main()