ツアー中の動的な再計画

ツアープランを利用すると、複数の車両のツアーだけでなく、 1 台の車両のツアーを計画する場合にも、多くのメリットを得ることができます。 ここで役立つオプションの 1 つはツアーの再計画です。これは、ドライバーがツアーの実行中に修正を加え、その修正の瞬間にツアー全体をリアルタイムで最適化できる機能ですこのオプションは、ツアー中にドライバーがお客様に遅れを告げたり、交通状況の変更、ツアー中のジョブのキャンセルなど、予期しない障害事象が発生した場合に非常に役立ちます

通常の再プラン手順は次のとおりです。 ツアーが計画され、最適化され ( 問題が発生 ) 、ドライバーがツアーの実行を開始しました。 最初のジョブを実行した後、ドライバーは次のジョブに進みます。その時点以降、ドライバーの現在の位置が残りのジョブのシフト開始時間になります。 そのため、ドライバーがツアーに変更を加えた場合、キャンセルされたジョブのある場所をスキップした場合、または別のジョブの優先度によって遅れて強制されたためにルートを変更した場合、ドライバーの現在の場所から新しい制約でツアーが再計算されます。

10 個の荷物を積載できる車両を所有しており、 6 つのジョブを異なる場所で実行する必要がある場合、簡単な状況をモデル化しましょう。 1 つは高い優先順位を持つジョブです ( 優先順位 = 1) 。

{
  "fleet": {
    "types": [
      {
        "id": "Vehicle_1",
        "profile": "car_1",
        "costs": {
          "fixed": 9.0,
          "distance": 0.004,
          "time": 0.005
        },
        "shifts": [
          {
            "start": {
              "time": "2021-08-27T08:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            },
            "end": {
              "time": "2021-08-27T18:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            }
          }
        ],
        "capacity": [
          10
        ],
        "amount": 1
      }
    ],
    "profiles": [
      {
        "type": "car",
        "name": "car_1",
        "departureTime": "2021-08-27T08:00:00Z"
      }
    ]
  },
  "plan": {
    "jobs": [
      {
        "id": "job_1",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T09:03:00Z",
                      "2021-08-27T18:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.59175589353722,
                    "lng": 13.350747750372257
                  },
                  "duration": 360
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_2",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T11:03:00Z",
                      "2021-08-27T20:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.43363386232821,
                    "lng": 13.403232562191313
                  },
                  "duration": 540
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_3",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.473321658918245,
                    "lng": 13.28972099097991
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_4",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.503321,
                    "lng": 13.299720
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_5",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.403321658918245,
                    "lng": 13.19972099097991
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_6",
        "priority": 1,
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T14:03:00Z",
                      "2021-08-27T17:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.54165532725351,
                    "lng": 13.365047170290309
                  },
                  "duration": 1140
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      }
    ]
  }
}

1. 最適化が完了すると、ドライバーがツアーの実行を開始します。 この問題の最初の解決策は次のとおりです。 ジョブは次の順序で実行されます。job_2、job_5、job_3、job_4、job_1、job_6。 job_6 の優先順位は 1 ですが、ツアー終了後もドライバーが時間通りに作業を行うのに十分な時間を確保できたままとなります。

{
    "statistic": {
        "cost": 399.456,
        "distance": 83354,
        "duration": 11408,
        "times": {
            "driving": 7388,
            "serving": 4020,
            "waiting": 0,
            "break": 0
        }
    },
    "tours": [
        {
            "vehicleId": "Vehicle_1_1",
            "typeId": "Vehicle_1",
            "stops": [
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T08:03:00Z",
                        "departure": "2021-08-27T11:16:48Z"
                    },
                    "load": [
                        6
                    ],
                    "activities": [
                        {
                            "jobId": "departure",
                            "type": "departure"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.43363386232821,
                        "lng": 13.403232562191311
                    },
                    "time": {
                        "arrival": "2021-08-27T11:41:25Z",
                        "departure": "2021-08-27T11:50:25Z"
                    },
                    "load": [
                        5
                    ],
                    "activities": [
                        {
                            "jobId": "job_2",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.40332165891824,
                        "lng": 13.19972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:20:46Z",
                        "departure": "2021-08-27T12:31:46Z"
                    },
                    "load": [
                        4
                    ],
                    "activities": [
                        {
                            "jobId": "job_5",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.473321658918245,
                        "lng": 13.28972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:50:19Z",
                        "departure": "2021-08-27T13:01:19Z"
                    },
                    "load": [
                        3
                    ],
                    "activities": [
                        {
                            "jobId": "job_3",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.503321,
                        "lng": 13.29972
                    },
                    "time": {
                        "arrival": "2021-08-27T13:10:48Z",
                        "departure": "2021-08-27T13:21:48Z"
                    },
                    "load": [
                        2
                    ],
                    "activities": [
                        {
                            "jobId": "job_4",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.59175589353722,
                        "lng": 13.350747750372255
                    },
                    "time": {
                        "arrival": "2021-08-27T13:42:21Z",
                        "departure": "2021-08-27T13:48:21Z"
                    },
                    "load": [
                        1
                    ],
                    "activities": [
                        {
                            "jobId": "job_1",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.54165532725351,
                        "lng": 13.365047170290309
                    },
                    "time": {
                        "arrival": "2021-08-27T14:03:00Z",
                        "departure": "2021-08-27T14:22:00Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "job_6",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T14:26:56Z",
                        "departure": "2021-08-27T14:26:56Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "arrival",
                            "type": "arrival"
                        }
                    ]
                }
            ],
            "statistic": {
                "cost": 399.456,
                "distance": 83354,
                "duration": 11408,
                "times": {
                    "driving": 7388,
                    "serving": 4020,
                    "waiting": 0,
                    "break": 0
                }
            },
            "shiftIndex": 0
        }
    ]
}

1. ドライバーが最初のジョブを実行したと仮定します。 その後、ドライバーはツアーの再計算を行い、交通状況の変更を考慮して出発時間を更新することにしました。 その時間以降、ツアーは変更について最適化され、現在のドライバーの位置が新しいシフト時間の出発地点と見なされます。 これで、ドライバーは新しい制約を考慮して次のジョブを実行しています。 このため、問題の制約は 、まだ実行されていない状態 job_2で、すでに実行されています。 現在の出発地点は出発時刻の場所job_2で、出発時刻- job_2からの出発時刻です。 問題は次のようになります。

{
  "fleet": {
    "types": [
      {
        "id": "Vehicle_1",
        "profile": "car_1",
        "costs": {
          "fixed": 9.0,
          "distance": 0.004,
          "time": 0.005
        },
        "shifts": [
          {
            "start": {
              "time": "2021-08-27T11:50:17Z",
              "location": {
                "lat": 52.43363386232821,
                "lng": 13.403232562191311
              }
            },
            "end": {
              "time": "2021-08-27T18:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            }
          }
        ],
        "capacity": [
          10
        ],
        "amount": 1
      }
    ],
    "profiles": [
      {
        "type": "car",
        "name": "car_1",
        "departureTime": "2021-08-27T11:50:17Z"
      }
    ]
  },
  "plan": {
    "jobs": [
      {
        "id": "job_1",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T09:03:00Z",
                      "2021-08-27T18:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.59175589353722,
                    "lng": 13.350747750372257
                  },
                  "duration": 360
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_3",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.473321658918245,
                    "lng": 13.28972099097991
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_4",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.503321,
                    "lng": 13.299720
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_5",
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T10:03:00Z",
                      "2021-08-27T16:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.403321658918245,
                    "lng": 13.19972099097991
                  },
                  "duration": 660
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      },
      {
        "id": "job_6",
        "priority": 1,
        "tasks": {
          "deliveries": [
            {
              "places": [
                {
                  "times": [
                    [
                      "2021-08-27T14:03:00Z",
                      "2021-08-27T17:03:00Z"
                    ]
                  ],
                  "location": {
                    "lat": 52.54165532725351,
                    "lng": 13.365047170290309
                  },
                  "duration": 1140
                }
              ],
              "demand": [
                1
              ]
            }
          ]
        }
      }
    ]
  }
}

解決策では、ジョブの実行結果が次のように表示されます。job_5、job_3、job_4、job_1、job_6。

{
    "statistic": {
        "cost": 329.975,
        "distance": 68505,
        "duration": 9391,
        "times": {
            "driving": 5911,
            "serving": 3480,
            "waiting": 0,
            "break": 0
        }
    },
    "tours": [
        {
            "vehicleId": "Vehicle_1_1",
            "typeId": "Vehicle_1",
            "stops": [
                {
                    "location": {
                        "lat": 52.43363386232821,
                        "lng": 13.403232562191311
                    },
                    "time": {
                        "arrival": "2021-08-27T11:50:25Z",
                        "departure": "2021-08-27T11:50:25Z"
                    },
                    "load": [
                        5
                    ],
                    "activities": [
                        {
                            "jobId": "departure",
                            "type": "departure"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.40332165891824,
                        "lng": 13.19972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:20:46Z",
                        "departure": "2021-08-27T12:31:46Z"
                    },
                    "load": [
                        4
                    ],
                    "activities": [
                        {
                            "jobId": "job_5",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.473321658918245,
                        "lng": 13.28972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:50:19Z",
                        "departure": "2021-08-27T13:01:19Z"
                    },
                    "load": [
                        3
                    ],
                    "activities": [
                        {
                            "jobId": "job_3",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.503321,
                        "lng": 13.29972
                    },
                    "time": {
                        "arrival": "2021-08-27T13:10:48Z",
                        "departure": "2021-08-27T13:21:48Z"
                    },
                    "load": [
                        2
                    ],
                    "activities": [
                        {
                            "jobId": "job_4",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.59175589353722,
                        "lng": 13.350747750372255
                    },
                    "time": {
                        "arrival": "2021-08-27T13:42:21Z",
                        "departure": "2021-08-27T13:48:21Z"
                    },
                    "load": [
                        1
                    ],
                    "activities": [
                        {
                            "jobId": "job_1",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.54165532725351,
                        "lng": 13.365047170290309
                    },
                    "time": {
                        "arrival": "2021-08-27T14:03:00Z",
                        "departure": "2021-08-27T14:22:00Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "job_6",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T14:26:56Z",
                        "departure": "2021-08-27T14:26:56Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "arrival",
                            "type": "arrival"
                        }
                    ]
                }
            ],
            "statistic": {
                "cost": 329.975,
                "distance": 68505,
                "duration": 9391,
                "times": {
                    "driving": 5911,
                    "serving": 3480,
                    "waiting": 0,
                    "break": 0
                }
            },
            "shiftIndex": 0
        }
    ]
}

1. job_5の実行中に、顧客が指定された場所で利用できなかったため、パッケージが顧客に配達されませんでした。ドライバーは、近くの集荷場所に配達するために時間をかけてきました。 この時間帯には、新しい制約が考慮され、ツアーが再計算されます。そのため、場所や出発時間が予定よりも若干異なります。 運行管理 の制約は次のようになります。

{
  "fleet": {
    "types": [
      {
        "id": "Vehicle_1",
        "profile": "car_1",
        "costs": {
          "fixed": 9.0,
          "distance": 0.004,
          "time": 0.005
        },
        "shifts": [
          {
            "start": {
              "time": "2021-08-27T12:38:38Z",
              "location": {
                "lat": 52.40332165891824,
                "lng": 13.19972099097991
              }
            },
            "end": {
              "time": "2021-08-27T18:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            }
          }
        ],
        "capacity": [
          10
        ],
        "amount": 1
      }
    ],
    "profiles": [
      {
        "type": "car",
        "name": "car_1",
        "departureTime": "2021-08-27T12:38:38Z"
      }
    ]
  }

ソリューションからわかるように、残りのジョブは次の順序で実行されます。job_3、 job_4、 job_1。、 job_6

{
    "statistic": {
        "cost": 218.14999999999998,
        "distance": 43650,
        "duration": 6910,
        "times": {
            "driving": 4090,
            "serving": 2820,
            "waiting": 0,
            "break": 0
        }
    },
    "tours": [
        {
            "vehicleId": "Vehicle_1_1",
            "typeId": "Vehicle_1",
            "stops": [
                {
                    "location": {
                        "lat": 52.40332165891824,
                        "lng": 13.19972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:40:46Z",
                        "departure": "2021-08-27T12:40:46Z"
                    },
                    "load": [
                        4
                    ],
                    "activities": [
                        {
                            "jobId": "departure",
                            "type": "departure"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.473321658918245,
                        "lng": 13.28972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T12:59:19Z",
                        "departure": "2021-08-27T13:10:19Z"
                    },
                    "load": [
                        3
                    ],
                    "activities": [
                        {
                            "jobId": "job_3",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.503321,
                        "lng": 13.29972
                    },
                    "time": {
                        "arrival": "2021-08-27T13:19:48Z",
                        "departure": "2021-08-27T13:30:48Z"
                    },
                    "load": [
                        2
                    ],
                    "activities": [
                        {
                            "jobId": "job_4",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.59175589353722,
                        "lng": 13.350747750372255
                    },
                    "time": {
                        "arrival": "2021-08-27T13:51:21Z",
                        "departure": "2021-08-27T13:57:21Z"
                    },
                    "load": [
                        1
                    ],
                    "activities": [
                        {
                            "jobId": "job_1",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.54165532725351,
                        "lng": 13.365047170290309
                    },
                    "time": {
                        "arrival": "2021-08-27T14:12:00Z",
                        "departure": "2021-08-27T14:31:00Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "job_6",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T14:35:56Z",
                        "departure": "2021-08-27T14:35:56Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "arrival",
                            "type": "arrival"
                        }
                    ]
                }
            ],
            "statistic": {
                "cost": 218.14999999999998,
                "distance": 43650,
                "duration": 6910,
                "times": {
                    "driving": 4090,
                    "serving": 2820,
                    "waiting": 0,
                    "break": 0
                }
            },
            "shiftIndex": 0
        }
    ]
}

1. ドライバーがフォローアップ作業を行っているとき、交通状況が大幅に変化したとき、または車両の修理に時間がかかる問題が発生したとします。 その結果、ドライバーの実行job_3が大幅に遅れ ていました。 予定時間は 13:10でしたが、ドライバーは 16:15に完了しました。 これにもかかわらず、job_3は正常に完了し、制約が再度更新されました。

{
  "fleet": {
    "types": [
      {
        "id": "Vehicle_1",
        "profile": "car_1",
        "costs": {
          "fixed": 9.0,
          "distance": 0.004,
          "time": 0.005
        },
        "shifts": [
          {
            "start": {
              "time": "2021-08-27T16:15:11Z",
              "location": {
                "lat": 52.473321658918245,
                "lng": 13.28972099097991
              }
            },
            "end": {
              "time": "2021-08-27T18:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            }
          }
        ],
        "capacity": [
          10
        ],
        "amount": 1
      }
    ],
    "profiles": [
      {
        "type": "car",
        "name": "car_1",
        "departureTime": "2021-08-27T16:15:11Z"
      }
    ]
  }

ツアーが再計算されると、優先度 1 の job_6 が、優先順位のない job_4 の前に実行されるように移動されました。これは、新しい時間制約により、ドライバーが両方を実行するのに十分な時間がないためです。この更新はドライバーのアプリケーションにすぐに表示されるため、ドライバーは job_1、次に job_6 の実行に進みます。 job_4 は優先されていないため、ツアーから割り当てが解除されました。

{
    "statistic": {
        "cost": 134.247,
        "distance": 26318,
        "duration": 3995,
        "times": {
            "driving": 2495,
            "serving": 1500,
            "waiting": 0,
            "break": 0
        }
    },
    "tours": [
        {
            "vehicleId": "Vehicle_1_1",
            "typeId": "Vehicle_1",
            "stops": [
                {
                    "location": {
                        "lat": 52.473321658918245,
                        "lng": 13.28972099097991
                    },
                    "time": {
                        "arrival": "2021-08-27T16:15:19Z",
                        "departure": "2021-08-27T16:15:19Z"
                    },
                    "load": [
                        2
                    ],
                    "activities": [
                        {
                            "jobId": "departure",
                            "type": "departure"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.59175589353722,
                        "lng": 13.350747750372255
                    },
                    "time": {
                        "arrival": "2021-08-27T16:37:19Z",
                        "departure": "2021-08-27T16:43:19Z"
                    },
                    "load": [
                        1
                    ],
                    "activities": [
                        {
                            "jobId": "job_1",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.54165532725351,
                        "lng": 13.365047170290309
                    },
                    "time": {
                        "arrival": "2021-08-27T16:57:58Z",
                        "departure": "2021-08-27T17:16:58Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "job_6",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T17:21:54Z",
                        "departure": "2021-08-27T17:21:54Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "arrival",
                            "type": "arrival"
                        }
                    ]
                }
            ],
            "statistic": {
                "cost": 134.247,
                "distance": 26318,
                "duration": 3995,
                "times": {
                    "driving": 2495,
                    "serving": 1500,
                    "waiting": 0,
                    "break": 0
                }
            },
            "shiftIndex": 0
        }
    ],
    "unassigned": [
        {
            "jobId": "job_4",
            "reasons": [
                {
                    "code": "TIME_WINDOW_CONSTRAINT",
                    "description": "cannot be visited within time window"
                }
            ]
        }
    ]
}

1. job_1を実行後 、運行管理の制約は次のようになります。

{
  "fleet": {
    "types": [
      {
        "id": "Vehicle_1",
        "profile": "car_1",
        "costs": {
          "fixed": 9.0,
          "distance": 0.004,
          "time": 0.005
        },
        "shifts": [
          {
            "start": {
              "time": "2021-08-27T16:43:20Z",
              "location": {
                "lat": 52.59175589353722,
                "lng": 13.350747750372255
              }
            },
            "end": {
              "time": "2021-08-27T18:03:00Z",
              "location": {
                "lat": 52.530971,
                "lng": 13.384915
              }
            }
          }
        ],
        "capacity": [
          10
        ],
        "amount": 1
      }
    ],
    "profiles": [
      {
        "type": "car",
        "name": "car_1",
        "departureTime": "2021-08-27T16:43:20Z"
      }
    ]
  },

実行される残りのジョブjob_6のみが優先さ れます。

    "statistic": {
        "cost": 58.743,
        "distance": 9542,
        "duration": 2315,
        "times": {
            "driving": 1175,
            "serving": 1140,
            "waiting": 0,
            "break": 0
        }
    },
    "tours": [
        {
            "vehicleId": "Vehicle_1_1",
            "typeId": "Vehicle_1",
            "stops": [
                {
                    "location": {
                        "lat": 52.59175589353722,
                        "lng": 13.350747750372255
                    },
                    "time": {
                        "arrival": "2021-08-27T16:43:19Z",
                        "departure": "2021-08-27T16:43:19Z"
                    },
                    "load": [
                        1
                    ],
                    "activities": [
                        {
                            "jobId": "departure",
                            "type": "departure"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.54165532725351,
                        "lng": 13.365047170290309
                    },
                    "time": {
                        "arrival": "2021-08-27T16:57:58Z",
                        "departure": "2021-08-27T17:16:58Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "job_6",
                            "type": "delivery"
                        }
                    ]
                },
                {
                    "location": {
                        "lat": 52.530971,
                        "lng": 13.384915
                    },
                    "time": {
                        "arrival": "2021-08-27T17:21:54Z",
                        "departure": "2021-08-27T17:21:54Z"
                    },
                    "load": [
                        0
                    ],
                    "activities": [
                        {
                            "jobId": "arrival",
                            "type": "arrival"
                        }
                    ]
                }
            ],
            "statistic": {
                "cost": 58.743,
                "distance": 9542,
                "duration": 2315,
                "times": {
                    "driving": 1175,
                    "serving": 1140,
                    "waiting": 0,
                    "break": 0
                }
            },
            "shiftIndex": 0
        }
    ],
    "unassigned": [
        {
            "jobId": "job_4",
            "reasons": [
                {
                    "code": "TIME_WINDOW_CONSTRAINT",
                    "description": "cannot be visited within time window"
                }
            ]
        }
    ]
}