我正在尝试使用Python上的PuLP解决此问题http://www.me.utexas.edu/~jensen/ORMM/models/unit/linear/subunits/workforce/。
这是我的代码:
from pulp import *
# Create the 'prob' variable to contain the problem data
prob = LpProblem("The Bus Problem",LpMinimize)
# The variables are created with a lower limit of zero
x0=LpVariable("Number of drivers at time 0",0,None,LpInteger)
x4=LpVariable("Number of drivers at time 4",0)
x8=LpVariable("Number of drivers at time 8",0)
x12=LpVariable("Number of drivers at time 12",0)
x16=LpVariable("Number of drivers at time 16",0)
x20=LpVariable("Number of drivers at time 20",0)
# The objective function is added to 'prob' first
prob += x0 + x4 + x8 + x12 + x16 + x20, "drivers"
# The five constraints are entered
prob += x0 + x4 >= 8,
prob += x4 + x8 >= 10,
prob += x8 + x12 >= 7,
prob += x12 + x16 >= 12,
prob += x16 + x20 >= 4,
# The problem data is written to an .lp file
prob.writeLP("BusModel.lp")
# The problem is solved using PuLP's choice of Solver
prob.solve()
然而,当我运行这个时,我得到错误:
文件“C:\ Users ___ \ Anaconda2 \ lib \ site-packages \ pulp \ pulp.py”,第1337行, iadd 其他,name = other
ValueError:解包需要多于1个值
当我去看看pulp.py时,这就是代码中的内容:
def __iadd__(self, other):
if isinstance(other, tuple):
other, name = other
else:
name = None
if other is True:
return self
if isinstance(other, LpConstraintVar):
self.addConstraint(other.constraint)
elif isinstance(other, LpConstraint):
self.addConstraint(other, name)
elif isinstance(other, LpAffineExpression):
if self.objective is not None:
warnings.warn("Overwriting previously set objective.")
self.objective = other
self.objective.name = name
elif isinstance(other, LpVariable) or isinstance(other, (int, float)):
if self.objective is not None:
warnings.warn("Overwriting previously set objective.")
self.objective = LpAffineExpression(other)
self.objective.name = name
else:
raise TypeError("Can only add LpConstraintVar, LpConstraint, LpAffineExpression or True objects")
return self
任何人都可以看到任何明显的问题吗?谢谢!
答案 0 :(得分:5)
您正在此处添加单元素元组:
prob += x0 + x4 >= 8,
prob += x4 + x8 >= 10,
prob += x8 + x12 >= 7,
prob += x12 + x16 >= 12,
prob += x16 + x20 >= 4,
逗号使每个表达式成为具有一个元素的元组。删除逗号(将其保留到__iadd__
方法以将名称设置为None
),或在每个逗号后面提供名称元素。