Python 如何将max功能从CPLEX OPL切换到Docplex?

Python 如何将max功能从CPLEX OPL切换到Docplex?,python,modeling,cplex,opl,docplex,Python,Modeling,Cplex,Opl,Docplex,我对CPLEX OPL实施了以下限制 forall (i in N) forall (j in M) forall (k in 1..i) sum(z in 1 ..i)(p[z]*(x[z][j][k]+y[z][j][k])) + (t[k]*max(z in 1 ..i)(x[z][j][k]+y[z][j][k]))<= d[i]; forall(N中的i) 福尔(j英寸M) forall(1..i

我对CPLEX OPL实施了以下限制

forall (i in N)
        forall (j in M)
            forall (k in 1..i)
                sum(z in 1 ..i)(p[z]*(x[z][j][k]+y[z][j][k])) + (t[k]*max(z in 1 ..i)(x[z][j][k]+y[z][j][k]))<= d[i];
    
forall(N中的i)
福尔(j英寸M)
forall(1..i中的k)
求和(1..i中的z)(p[z]*(x[z][j][k]+y[z][j][k])+(t[k]*max(1..i中的z)(x[z][j][k]+y[z][j][k])mdl.max就是方法

在OPL中

而在python中

for i in N:
    for j in M:
        for k in range(i):
            mdl.sum((x[(i,j,k)]+y[(i,j,k)])*p[z] for z in range(i))+(t[k]*mdl.max(x[(z,j,k)]+y[(z,j,k)] for z in range(i)) <= d[i]
    
int nbKids=300;

{int} buses={30,40,50};


dvar int+ nbBus[buses];
dvar int maxNbOfBusesGivenSize;

    
minimize maxNbOfBusesGivenSize;
     
subject to
{
 // logical constraint
 // maxNbOfBusesGivenSize is the max of all nbBus
 maxNbOfBusesGivenSize==max(i in buses) nbBus[i];
 sum(i in buses) i*nbBus[i]>=nbKids;
}

execute DISPLAY_After_SOLVE
{
  writeln("The max number of buses is ",maxNbOfBusesGivenSize);
  writeln("nbBus = ",nbBus);
}
from docplex.mp.model import Model

mdl = Model(name='buses')

nbKids=300;
buses=[30,40,50]

#decision variables
mdl.nbBus = {b: mdl.integer_var(name="nbBus"+str(b)) for b in buses}

# Constraint
mdl.add_constraint(sum(mdl.nbBus[b]*b for b in buses) >= nbKids, 'kids')

# Objective
# logical constraint is the max of all nbBus
mdl.minimize(mdl.max(mdl.nbBus[b] for b in buses)) 

mdl.solve(log_output=True,)

mdl.export("c:\\temp\\buses.lp")

for v in mdl.iter_integer_vars():
    print(v," = ",v.solution_value)