Planning

Example 2 – Multi-vehicle operations

In this example, we have a request to solve a logistics problem for a company with a fleet of 4 vehicles, 2 of which are VUC type trucks and the other 2 are VUC ¾ type trucks, and there are 40 delivery service orders in the São Paulo Metropolitan Region.

Description of the problem

Of the 40 deliveries, 15 have a time window restriction, i.e. the customer can only take delivery during a certain period.


25
LOCATIONS WITH NO TIME WINDOW RESTRICTIONS

15
LOCATIONS WITH TIME WINDOW RESTRICTION

1
DEPOSIT

2
VUC TYPE 3⁄4 TRUCKS

2
VUC TRUCKS

40
2 KG AND 2 M³ ORDERS
Description of the logistics problem

The 40 delivery locations are spread throughout the São Paulo Metropolitan Region, as shown in the image below:

Parameters used

  • "optimizationProfile": "BRAZIL46". – The BRAZIL46 optimization profile was used for this simulation. For the types available, check out optimizationProfile.
  • "tripsProfile": "MAPLINK" – We used the profile that contains the most up-to-date map and configured it to use the calculation mode to use faster routes.
  • "startDate": 1519750219000 – Reference start time for calculating logistics optimization.
  • "legislationProfiles" – Parameter with the name of the profile that applies to driving time, length of a working day or break. In this case there are no defined characteristics.
  • "logisticConstraints" – Logistical constraints used to determine the fixed time for loading and unloading cargo. In this example, we used 1800 seconds (30 minutes) for the loading time of the truck and 300 seconds (5 minutes) for the unloading at the delivery.
  • "products" – Name to refer to the product.
  • "sites" – Location where the delivery activities will take place, with definition of the name and the logistical restriction with the delivery time.
  • "depots" – Location of the distribution center, with definition of the name and the logistical restriction with truck loading time.
  • "vehicleTypes" – In this parameter we specify the load capacity of the vehicles in the fleet, such as maximum volume and weight and size in a range from 1 to 9, and the name of the type.
  • "vehicles" – The vehicles that are available to run the route have been specified. In this example there are four vehicles, two of the VUC type and two of the VUC 3/4 type. It also defines the working period and the legislation profile applicable to the driver. It has been decided that the vehicles will leave and return to the Distribution Center and will take one route each.
  • "operations" – These are the characteristics of delivery operations, defining the location, weight and volume, product, type of activity, distribution center from which the product originates and the time the customer will receive it. In this example, there are 40 operations, 15 of which have a time window that can only be delivered between 9am and 11am.

Complete request

The full request can be seen below:

{
    "optimizationProfile": "BRAZIL46",
    "tripsProfile": "MAPLINK",
    "startDate": 1620298800000,
    "legislationProfiles": [
        {
            "name": "DEFAULT"
        }
    ],
    "logisticConstraints": [
        {
            "name": "P1Pickup",
            "siteLoadingFixedTime": 1800
        },
        {
            "name": "P1Delivery",
            "siteUnloadingFixedTime": 300
        }
    ],
    "products": [
        {
            "name": "DEFAULT"
        }
    ],
    "sites": [
        {
            "name": "Cliente1",
            "coordinates": {
                "latitude": -23.507608,
                "longitude": -46.587145
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente2",
            "coordinates": {
                "latitude": -23.621059,
                "longitude": -46.756193
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente3",
            "coordinates": {
                "latitude": -23.449350,
                "longitude": -46.588822
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente4",
            "coordinates": {
                "latitude": -23.751801,
                "longitude": -46.698468
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente5",
            "coordinates": {
                "latitude": -23.520565,
                "longitude": -46.508478
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente6",
            "coordinates": {
                "latitude": -23.506592,
                "longitude": -46.524707
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente7",
            "coordinates": {
                "latitude": -23.646993,
                "longitude": -46.779077
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente8",
            "coordinates": {
                "latitude": -23.373816,
                "longitude": -46.577770
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente9",
            "coordinates": {
                "latitude": -23.476158,
                "longitude": -46.640241
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente10",
            "coordinates": {
                "latitude": -23.761565,
                "longitude": -46.655746
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente11",
            "coordinates": {
                "latitude": -23.614576,
                "longitude": -46.663392
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente12",
            "coordinates": {
                "latitude": -23.490242,
                "longitude": -46.436922
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente13",
            "coordinates": {
                "latitude": -23.563826,
                "longitude": -46.461585
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente14",
            "coordinates": {
                "latitude": -23.667805,
                "longitude": -46.730788
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente15",
            "coordinates": {
                "latitude": -23.577714,
                "longitude": -46.516821
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente16",
            "coordinates": {
                "latitude": -23.509380,
                "longitude": -46.605748
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente17",
            "coordinates": {
                "latitude": -23.636983,
                "longitude": -46.754985
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente18",
            "coordinates": {
                "latitude": -23.555013,
                "longitude": -46.453218
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente19",
            "coordinates": {
                "latitude": -23.491309,
                "longitude": -46.473965
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente20",
            "coordinates": {
                "latitude": -23.511096,
                "longitude": -46.394369
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente21",
            "coordinates": {
                "latitude": -23.545318,
                "longitude": -46.742662
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente22",
            "coordinates": {
                "latitude": -23.775297,
                "longitude": -46.675375
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente23",
            "coordinates": {
                "latitude": -23.539712,
                "longitude": -46.414413
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente24",
            "coordinates": {
                "latitude": -23.499514,
                "longitude": -46.403638
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente25",
            "coordinates": {
                "latitude": -23.640303,
                "longitude": -46.748877
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente26",
            "coordinates": {
                "latitude": -23.566131,
                "longitude": -46.468712
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente27",
            "coordinates": {
                "latitude": -23.533705,
                "longitude": -46.610324
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente28",
            "coordinates": {
                "latitude": -23.501643,
                "longitude": -46.404227
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente29",
            "coordinates": {
                "latitude": -23.545084,
                "longitude": -46.500491
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente30",
            "coordinates": {
                "latitude": -23.503554,
                "longitude": -46.452308
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente31",
            "coordinates": {
                "latitude": -23.549323,
                "longitude": -46.398843
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente32",
            "coordinates": {
                "latitude": -23.485898,
                "longitude": -46.604788
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente33",
            "coordinates": {
                "latitude": -23.698826,
                "longitude": -46.778464
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente34",
            "coordinates": {
                "latitude": -23.598558,
                "longitude": -46.485913
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente35",
            "coordinates": {
                "latitude": -23.624197,
                "longitude": -46.607246
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente36",
            "coordinates": {
                "latitude": -23.613921,
                "longitude": -46.471401
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente37",
            "coordinates": {
                "latitude": -23.535391,
                "longitude": -46.401867
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente38",
            "coordinates": {
                "latitude": -23.536688,
                "longitude": -46.405790
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente39",
            "coordinates": {
                "latitude": -23.734260,
                "longitude": -46.745064
            },
            "logisticConstraints": "P1Delivery"
        },
        {
            "name": "Cliente40",
            "coordinates": {
                "latitude": -23.498393,
                "longitude": -46.403411
            },
            "logisticConstraints": "P1Delivery"
        }
    ],
    "depots": [
        {
            "name": "CD",
            "coordinates": {
                "latitude": -23.503939,
                "longitude": -46.498419
            },
            "logisticConstraints": "P1Pickup"
        }
    ],
    "vehicleTypes": [
        {
            "name": "VUC",
            "maxVolume": 20,
            "maxWeight": 12000,
            "size": 1
        },
        {
            "name": "3/4",
            "maxVolume": 30,
            "maxWeight": 15000,
            "size": 1
        }
    ],
    "vehicles": [
        {
            "name": "VUC_1",
            "vehicleType": "VUC",
            "legislationProfile": "DEFAULT",
            "availablePeriods": [
                {
                    "departureSite": "CD",
                    "arrivalSite": "CD",
                    "timeWindow": {
                        "start": 1620298800000,
                        "end": 1620334800000
                    },
                    "maxRoutesNumber": 1
                }
            ]
        },
        {
            "name": "VUC_2",
            "vehicleType": "VUC",
            "legislationProfile": "DEFAULT",
            "availablePeriods": [
                {
                    "departureSite": "CD",
                    "arrivalSite": "CD",
                    "timeWindow": {
                        "start": 1620298800000,
                        "end": 1620334800000
                    },
                    "maxRoutesNumber": 1
                }
            ]
        },
        {
            "name": "3/4_1",
            "vehicleType": "3/4",
            "legislationProfile": "DEFAULT",
            "availablePeriods": [
                {
                    "departureSite": "CD",
                    "arrivalSite": "CD",
                    "timeWindow": {
                        "start": 1620298800000,
                        "end": 1620334800000
                    },
                    "maxRoutesNumber": 1
                }
            ]
        },
        {
            "name": "3/4_2",
            "vehicleType": "3/4",
            "legislationProfile": "DEFAULT",
            "availablePeriods": [
                {
                    "departureSite": "CD",
                    "arrivalSite": "CD",
                    "timeWindow": {
                        "start": 1620298800000,
                        "end": 1620334800000
                    },
                    "maxRoutesNumber": 1
                }
            ]
        }
    ],
    "operations": [
        {
            "id": "P1",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente1",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P2",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente2",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P3",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente3",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P4",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente4",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P5",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente4",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P6",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente6",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P7",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente7",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P8",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente8",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P9",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente9",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P10",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente10",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P11",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente11",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P12",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente12",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P13",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente13",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P14",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente14",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P15",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente15",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620309600000
                }
            ]
        },
        {
            "id": "P16",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente16",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P17",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente17",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P18",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente18",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P19",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente19",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P20",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente20",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P21",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente21",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P22",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente22",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P23",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente23",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P24",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente24",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P25",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente25",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P26",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente26",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P27",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente27",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P28",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente28",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P29",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente29",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P30",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente30",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P31",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente31",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P32",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente32",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P33",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente33",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P34",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente34",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P35",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente35",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P36",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente36",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P37",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente37",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P38",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente38",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P39",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente39",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        },
        {
            "id": "P40",
            "weight": 2,
            "volume": 2,
            "product": "DEFAULT",
            "type": "DELIVERY",
            "depotSite": "CD",
            "customerSite": "Cliente40",
            "customerTimeWindows": [
                {
                    "start": 1620302400000,
                    "end": 1620331200000
                }
            ]
        }
    ]
}

Solving the logistics problem

The API response will be returned in json format with the best sequencing of delivery operations for each vehicle.

A map shows the sequence of operations for each vehicle:

The following global indicators are returned:

IndicatorResults
Total service time:05:15:00
Total delivery time:03:15:00
Total daytime working time:15:12:13
Total time worked at night:00:00:00
Total unloading time:00:00:00
Total working time:15:12:13
Total collection time:00:00:00
Number of time windows:4
Total driving time:09:57:13
Total charging time:02:00:00
Total time:15:12:13
Total distance:376.39 km
Average occupancy rate in volume:80
Average occupancy rate in weight:0.15
Number of rejections:0
Total waiting time:00:00:00
Total rest time:00:00:00
Number of routes:4
Global route indicators


The response also returns the time sequence of each vehicle’s activities. This is an example of the vehicle named “3/4_1”:

VEÍCULOATIVIDADEID DO LOCAL DE PARTIDAID DO LOCAL DE DESTINODISTÂNCIADURAÇÃO NOMINALINÍCIO DA JANELA HORÁRIA FIM DA JANELA HORÁRIA
3/4_1ROUTE_STARTCD06/05/21 08:1006/05/21 08:10
3/4_1LOADINGCD06/05/21 08:1006/05/21 08:40
3/4_1DRIVINGCDCliente1310.40 km00:19:5706/05/21 08:4006/05/21 09:00
3/4_1DELIVERYCliente1306/05/21 09:0006/05/21 09:05
3/4_1DRIVINGCliente13Cliente157.20 km00:11:2706/05/21 09:0506/05/21 09:16
3/4_1DELIVERYCliente1506/05/21 09:1606/05/21 09:21
3/4_1DRIVINGCliente15Cliente3515.11 km00:22:2806/05/21 09:2106/05/21 09:43
3/4_1DELIVERYCliente3506/05/21 09:4306/05/21 09:48
3/4_1DRIVINGCliente35Cliente117.74 km00:12:3906/05/21 09:4806/05/21 10:01
3/4_1DELIVERYCliente1106/05/21 10:0106/05/21 10:06
3/4_1DRIVINGCliente11Cliente420.76 km00:25:5606/05/21 10:0606/05/21 10:32
3/4_1DELIVERYCliente406/05/21 10:3206/05/21 10:37
3/4_1DRIVINGCliente4Cliente224.50 km00:08:3106/05/21 10:3706/05/21 10:46
3/4_1DELIVERYCliente2206/05/21 10:4606/05/21 10:51
3/4_1DRIVINGCliente22Cliente104.62 km00:08:0206/05/21 10:5106/05/21 10:59
3/4_1DELIVERYCliente1006/05/21 10:5906/05/21 11:04
3/4_1DRIVINGCliente10Cliente3640.12 km00:57:5406/05/21 11:0406/05/21 12:01
3/4_1DELIVERYCliente3606/05/21 12:0106/05/21 12:06
3/4_1DRIVINGCliente36Cliente342.41 km00:03:5006/05/21 12:0606/05/21 12:10
3/4_1DELIVERYCliente3406/05/21 12:1006/05/21 12:15
3/4_1DRIVINGCliente34Cliente265.31 km00:08:2606/05/21 12:1506/05/21 12:24
3/4_1DELIVERYCliente2606/05/21 12:2406/05/21 12:29
3/4_1DRIVINGCliente26Cliente183.34 km00:05:3706/05/21 12:2906/05/21 12:34
3/4_1DELIVERYCliente1806/05/21 12:3406/05/21 12:39
3/4_1DRIVINGCliente18Cliente296.34 km00:11:1806/05/21 12:3906/05/21 12:51
3/4_1DELIVERYCliente2906/05/21 12:5106/05/21 12:56
3/4_1DRIVINGCliente29CD7.83 km00:17:1106/05/21 12:5606/05/21 13:13
3/4_1ROUTE_ENDCD06/05/21 13:1306/05/21 13:13
Description of the activities of one of the vehicles

Full response

The full response can be found below:

{
    "id": "60940c9dd7cb173bfb2b7798",
    "clientId": "0wfdGfgEOFpME1RcsrBj4U5yAAJjeqFG",
    "vehicleRoutes": [
        {
            "routes": [
                {
                    "id": "NewRoute_1_1",
                    "activities": [
                        {
                            "activity": "ROUTE_START",
                            "timeWindow": {
                                "start": 1620298800000,
                                "end": 1620298800000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "operations": []
                        },
                        {
                            "activity": "LOADING",
                            "timeWindow": {
                                "start": 1620298800000,
                                "end": 1620300600000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "fixedTimeSite": 1800,
                            "operations": [
                                "P27",
                                "P21",
                                "P2",
                                "P25",
                                "P17",
                                "P7",
                                "P14",
                                "P39",
                                "P33"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620300600000,
                                "end": 1620302812000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente21",
                            "departureSite": "CD",
                            "distance": 33052,
                            "nominalDuration": 2212
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620302812000,
                                "end": 1620303112000
                            },
                            "type": "SITE",
                            "site": "Cliente21",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P21"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620303112000,
                                "end": 1620304337000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente2",
                            "departureSite": "Cliente21",
                            "distance": 12316,
                            "nominalDuration": 1225
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620304337000,
                                "end": 1620304637000
                            },
                            "type": "SITE",
                            "site": "Cliente2",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P2"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620304637000,
                                "end": 1620305084000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente7",
                            "departureSite": "Cliente2",
                            "distance": 4765,
                            "nominalDuration": 447
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620305084000,
                                "end": 1620305384000
                            },
                            "type": "SITE",
                            "site": "Cliente7",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P7"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620305384000,
                                "end": 1620306089000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente33",
                            "departureSite": "Cliente7",
                            "distance": 7665,
                            "nominalDuration": 705
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620306089000,
                                "end": 1620306389000
                            },
                            "type": "SITE",
                            "site": "Cliente33",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P33"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620306389000,
                                "end": 1620307434000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente39",
                            "departureSite": "Cliente33",
                            "distance": 6976,
                            "nominalDuration": 1045
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620307434000,
                                "end": 1620307734000
                            },
                            "type": "SITE",
                            "site": "Cliente39",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P39"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620307734000,
                                "end": 1620309291000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente14",
                            "departureSite": "Cliente39",
                            "distance": 12795,
                            "nominalDuration": 1557
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620309291000,
                                "end": 1620309591000
                            },
                            "type": "SITE",
                            "site": "Cliente14",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P14"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620309591000,
                                "end": 1620310413000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente17",
                            "departureSite": "Cliente14",
                            "distance": 7692,
                            "nominalDuration": 822
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620310413000,
                                "end": 1620310713000
                            },
                            "type": "SITE",
                            "site": "Cliente17",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P17"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620310713000,
                                "end": 1620310963000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente25",
                            "departureSite": "Cliente17",
                            "distance": 1389,
                            "nominalDuration": 250
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620310963000,
                                "end": 1620311263000
                            },
                            "type": "SITE",
                            "site": "Cliente25",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P25"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620311263000,
                                "end": 1620313160000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente27",
                            "departureSite": "Cliente25",
                            "distance": 22947,
                            "nominalDuration": 1897
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620313160000,
                                "end": 1620313460000
                            },
                            "type": "SITE",
                            "site": "Cliente27",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P27"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620313460000,
                                "end": 1620314661000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "CD",
                            "departureSite": "Cliente27",
                            "distance": 14692,
                            "nominalDuration": 1201
                        },
                        {
                            "activity": "ROUTE_END",
                            "timeWindow": {
                                "start": 1620314661000,
                                "end": 1620314661000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "operations": []
                        }
                    ],
                    "status": null,
                    "violationConstraints": null,
                    "compartmentConfiguration": null
                }
            ],
            "vehicle": "VUC_1",
            "period": {
                "timeWindow": {
                    "start": 1620298800000,
                    "end": 1620334800000
                },
                "departureSite": "CD",
                "arrivalSite": "CD",
                "maxRoutesNumber": 1,
                "maxWorkingTime": null,
                "maxDrivingTime": null
            }
        },
        {
            "routes": [
                {
                    "id": "NewRoute_2_1",
                    "activities": [
                        {
                            "activity": "ROUTE_START",
                            "timeWindow": {
                                "start": 1620299258000,
                                "end": 1620299258000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "operations": []
                        },
                        {
                            "activity": "LOADING",
                            "timeWindow": {
                                "start": 1620299258000,
                                "end": 1620301058000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "fixedTimeSite": 1800,
                            "operations": [
                                "P8",
                                "P9",
                                "P3",
                                "P32",
                                "P16",
                                "P1",
                                "P6"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620301058000,
                                "end": 1620302400000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente1",
                            "departureSite": "CD",
                            "distance": 13245,
                            "nominalDuration": 1342
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620302400000,
                                "end": 1620302700000
                            },
                            "type": "SITE",
                            "site": "Cliente1",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P1"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620302700000,
                                "end": 1620303044000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente16",
                            "departureSite": "Cliente1",
                            "distance": 2762,
                            "nominalDuration": 344
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620303044000,
                                "end": 1620303344000
                            },
                            "type": "SITE",
                            "site": "Cliente16",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P16"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620303344000,
                                "end": 1620303706000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente32",
                            "departureSite": "Cliente16",
                            "distance": 3817,
                            "nominalDuration": 362
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620303706000,
                                "end": 1620304006000
                            },
                            "type": "SITE",
                            "site": "Cliente32",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P32"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620304006000,
                                "end": 1620304579000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente9",
                            "departureSite": "Cliente32",
                            "distance": 5323,
                            "nominalDuration": 573
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620304579000,
                                "end": 1620304879000
                            },
                            "type": "SITE",
                            "site": "Cliente9",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P9"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620304879000,
                                "end": 1620305732000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente3",
                            "departureSite": "Cliente9",
                            "distance": 8043,
                            "nominalDuration": 853
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620305732000,
                                "end": 1620306032000
                            },
                            "type": "SITE",
                            "site": "Cliente3",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P3"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620306032000,
                                "end": 1620307407000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente8",
                            "departureSite": "Cliente3",
                            "distance": 13369,
                            "nominalDuration": 1375
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620307407000,
                                "end": 1620307707000
                            },
                            "type": "SITE",
                            "site": "Cliente8",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P8"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620307707000,
                                "end": 1620309515000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "Cliente6",
                            "departureSite": "Cliente8",
                            "distance": 24275,
                            "nominalDuration": 1808
                        },
                        {
                            "activity": "DELIVERY",
                            "timeWindow": {
                                "start": 1620309515000,
                                "end": 1620309815000
                            },
                            "type": "SITE",
                            "site": "Cliente6",
                            "fixedTimeSite": 300,
                            "operations": [
                                "P6"
                            ]
                        },
                        {
                            "activity": "DRIVING",
                            "timeWindow": {
                                "start": 1620309815000,
                                "end": 1620310124000
                            },
                            "type": "DRIVING",
                            "operations": [],
                            "arrivalSite": "CD",
                            "departureSite": "Cliente6",
                            "distance": 3075,
                            "nominalDuration": 309
                        },
                        {
                            "activity": "ROUTE_END",
                            "timeWindow": {
                                "start": 1620310124000,
                                "end": 1620310124000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "operations": []
                        }
                    ],
                    "status": null,
                    "violationConstraints": null,
                    "compartmentConfiguration": null
                }
            ],
            "vehicle": "VUC_2",
            "period": {
                "timeWindow": {
                    "start": 1620298800000,
                    "end": 1620334800000
                },
                "departureSite": "CD",
                "arrivalSite": "CD",
                "maxRoutesNumber": 1,
                "maxWorkingTime": null,
                "maxDrivingTime": null
            }
        },
        {
            "routes": [
                {
                    "id": "NewRoute_3_1",
                    "activities": [
                        {
                            "activity": "ROUTE_START",
                            "timeWindow": {
                                "start": 1620299403000,
                                "end": 1620299403000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "operations": []
                        },
                        {
                            "activity": "LOADING",
                            "timeWindow": {
                                "start": 1620299403000,
                                "end": 1620301203000
                            },
                            "type": "SITE",
                            "site": "CD",
                            "fixedTimeSite": 1800,
                            "operations": [
                                "P29",
                                "P18",
                                "P13",
                                "P26",
                                "P15",
                                "P34",
                                "P36",
                                "P35",
                                "P11",
                                "P4",
                                "P5",
                                "P22",
                                "P10"
                            ]
                        },
                        {
                            "activity": "DRIVING",
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