使用搜索阶段时 DocPlex 给出 CpoSolverException

Question

我正在 docplex 中运行约束编程模型。当我添加以下搜索阶段时，我在 docplex 中收到错误：

    model.set_parameters({'SearchType': 'DepthFirst', 'Workers': 2, "LogVerbosity": "Verbose"})

    p1 = search_phase(
        vars=shifts.values(),
        varchooser=select_largest(var_impact()),
        valuechooser=select_largest(value_impact())
    )
    p2 = search_phase(
        vars=work_hours.values(),
        varchooser=select_smallest(domain_size()),
        valuechooser=select_random_value()
    )
    model.add(p1)
    ans = model.solve(TimeLimit=100, execfile='cpoptimizer.exe')

我收到以下错误

(base) dipplestix@DESKTOP-37BA91G:~/classes/csci 2951/hw2$ ./run.sh input/7_14.sched
 ! --------------------------------------------------- CP Optimizer 20.1.0.0 --
 ! Satisfiability problem - 196 variables, 266 constraints, 1 phase
 ! Presolve      : 21 extractables eliminated, 7 constraints generated
 ! TimeLimit            = 100
 ! Workers              = 2
 ! LogVerbosity         = Verbose
 ! SearchType           = DepthFirst
 ! Initial process time : 0.02s (0.02s extraction + 0.00s propagation)
 !  . Log search space  : 449.3 (before), 449.3 (after)
 !  . Memory usage      : 501.9 kB (before), 501.9 kB (after)
 ! Using parallel search with 2 workers.
 ! ----------------------------------------------------------------------------
 !               Branches  Non-fixed    W       Branch decision
Traceback (most recent call last):
  File "src/run.py", line 8, in <module>
    p = solve(sys.argv[1])
  File "/home/dipplestix/classes/csci 2951/hw2/src/solver.py", line 97, in solve
    ans = model.solve(TimeLimit=100, execfile='cpoptimizer.exe')
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/model.py", line 1080, in solve
    msol = solver.solve()
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver.py", line 614, in solve
    raise e
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver.py", line 607, in solve
    msol = self.agent.solve()
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver_local.py", line 191, in solve
    jsol = self._wait_json_result(EVT_SOLVE_RESULT)
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver_local.py", line 474, in _wait_json_result
    data = self._wait_event(evt)
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver_local.py", line 424, in _wait_event
    evt, data = self._read_message()
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver_local.py", line 533, in _read_message
    frame = self._read_frame(6)
  File "/home/dipplestix/anaconda3/lib/python3.7/site-packages/docplex/cp/solver/solver_local.py", line 593, in _read_frame
    raise CpoSolverException("Nothing to read from local solver process. Process seems to have been stopped (rc={}).".format(rc))
docplex.cp.solver.solver.CpoSolverException: Nothing to read from local solver process. Process seems to have been stopped (rc=5).

然而，如果我使用此 search_phase ，它会起作用 有

    p1 = search_phase(
        vars=shifts.values(),
        varchooser=select_random_var(),
        valuechooser=select_random_value()
    )

什么想法可能会导致此问题吗？

Answer 1

不幸的是，使用搜索分支统计数据（如影响、成功率或客观变化度量）的评估者不适用于深度优先搜索中的变量和值。您可以在重新启动和多点中使用它们。然而，在这种情况下 docplex 应该引发错误，而不是以这种方式退出。我们将在下一个版本中修复此问题。