How to set the timeout for Pyomo solve() method ? More specifically, to tell pyomo, after x seconds, return the optimal solution currently found ?
So I was able to find the answer via pyomo documentation and I thought it would be helpful to share.
To set the timeout for Pyomo solve()
method:
solver.solve(model, timelimit=5)
However this will throw pyutilib.common._exceptions.ApplicationError: "Solver (%s) did not exit normally" % self.name )
if the solver is not terminated. What I really want is to pass the timelimit
option to my solver. In my case of cplex
solver, the code will be like this:
solver = SolverFactory('cplex')
solver.options['timelimit'] = 5
results = solver.solve(model, tee=True)
More on pyomo and cplex docs.