Created
January 1, 2016 11:42
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#!/usr/bin/env python | |
from pulp import * | |
import sys | |
x = [] | |
thismodule = sys.modules[__name__] | |
for i in range(8): | |
name = 'x{0}'.format(i) | |
var = LpVariable(name, 0, None) | |
setattr(thismodule, name, var) | |
x.append(var) | |
# defines the problem | |
prob = LpProblem("problem", LpMinimize) | |
# defines the constraints | |
prob += (+1.0 * x0) + (+1.0 * x1) + (+1.0 * x2) + (+1.0 * x3) + (+0.0 * x4) + (+0.0 * x5) + (+0.0 * x6) + (+0.0 * x7) == 40 | |
prob += (+0.0 * x0) + (+0.0 * x1) + (+0.0 * x2) + (+0.0 * x3) + (+1.0 * x4) + (+1.0 * x5) + (+1.0 * x6) + (+1.0 * x7) == 40 | |
prob += (+0.0 * x0) + (+1.0 * x1) + (-1.0 * x2) + (+0.0 * x3) + (+0.0 * x4) + (+1.0 * x5) + (-1.0 * x6) + (+0.0 * x7) == 0 | |
prob += (+1.0 * x0) + (+0.0 * x1) + (+0.0 * x2) + (+0.0 * x3) + (+1.0 * x4) + (+0.0 * x5) + (+0.0 * x6) + (+0.0 * x7) <= 20 | |
prob += (-1.0 * x0) + (-0.0 * x1) + (-0.0 * x2) + (-0.0 * x3) + (-1.0 * x4) + (-0.0 * x5) + (-0.0 * x6) + (-0.0 * x7) <= -10 | |
prob += (-0.0 * x0) + (-1.0 * x1) + (-0.0 * x2) + (-0.0 * x3) + (-0.0 * x4) + (-1.0 * x5) + (-0.0 * x6) + (-0.0 * x7) <= 0 | |
prob += (-0.0 * x0) + (-0.0 * x1) + (-1.0 * x2) + (-0.0 * x3) + (-0.0 * x4) + (-0.0 * x5) + (-1.0 * x6) + (-0.0 * x7) <= 0 | |
prob += (-0.0 * x0) + (-0.0 * x1) + (-0.0 * x2) + (-1.0 * x3) + (-0.0 * x4) + (-0.0 * x5) + (-0.0 * x6) + (-1.0 * x7) <= 0 | |
for i in x: | |
prob += i >= 0 | |
# defines the objective function to maximize | |
prob += (-8 * x0) + (+0 * x1) + (+0 * x2) + (-1 * x3) + \ | |
(-4 * x4) + (-6 * x5) + (-4 * x6) + (-1 * x7) | |
# solve the problem | |
status = prob.solve(GLPK(msg=0)) | |
# print the results x1 = 20, x2 = 60 | |
print '\n'.join(['x_{0} = {1}'.format(i, value(v)) for i, v in enumerate(x)]) |
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