Planning

Exemplo 2 – Operações com múltiplos veículos

Neste exemplo, temos uma requisição para resolver um problema logístico de uma empresa com uma frota de 4 veículos, sendo 2 caminhões com a tipologia VUC e outros dois caminhões com tipologia VUC ¾, e há 40 ordens de serviços de entregas na Região Metropolitana de São Paulo.

Descrição do problema

Das 40 entregas, 15 possuem restrição de janela de horário, ou seja, o cliente só pode receber em um determinado período.


25
LOCAIS SEM RESTRIÇÃO DE JANELA HORÁRIA

15
LOCAIS COM RESTRIÇÃO DE JANELA HORÁRIA

1
DEPÓSITO

2
CAMINHÕES DO TIPO VUC 3⁄4

2
CAMINHÕES DO TIPO VUC

40 
PEDIDOS DE 2 KG E 2 M³
Descrição do problema logístico

Os 40 locais de entrega estão espalhados pela Região Metropolitana de São Paulo, conforme imagem abaixo:

Parâmetros utilizados

  • "optimizationProfile": "BRAZIL46". – Para essa simulação, foi usado o perfil de otimização BRAZIL46. Para os tipos disponíveis, verifique em optimizationProfile.
  • "tripsProfile": "MAPLINKBR" – Utilizamos o perfil MAPLINKBR por se tratar de uma rota localizada apenas no Brasil.
  • "startDate": 1519750219000 – Horário de início de referência para o cálculo da otimização logística.
  • "legislationProfiles" – Parâmetro com o nome do perfil que se aplica ao tempo de direção, duração de um dia de trabalho ou intervalo. Neste caso não há nenhuma característica definida.
  • "logisticConstraints" – Restrições logísticas usadas para determinar o tempo fixo de carregamento e descarregamento da carga. Nesse exemplo, foi usado 1800 segundos (30 minutos) para o tempo de carregamento do caminhão e 300 segundos (5 minutos) para o descarregamento na entrega.
  • "products" – Nome para referenciar o produto.
  • "sites" – Localização onde ocorrerão as atividades de entregas, com definição do nome e a restrição logística com o tempo de entrega.
  • "depots" – Localização do centro de distribuição, com definição do nome e a restrição logística com o tempo de carregamento do caminhão.
  • "vehicleTypes" – Neste parâmetro especificamos a capacidade de carga dos veículos da frota, como volume e peso máximos e o tamanho num intervalo de 1 a 9, e o nome da tipologia.
  • "vehicles" – Foram especificados os veículos que estão disponíveis para executar a rota. Neste exemplo são quatro veículos, dois do tipo VUC e outros dois do tipo VUC 3/4. Se define também o período de trabalho e o perfil de legislação aplicável ao motorista. Foi definido que os veículos irão sair e retornar para o Centro de Distribuição e irão realizar uma rota cada um.
  • "operations" – São as características das operações de entregas, definindo o local, peso e volume, produto, tipo de atividade, centro de distribuição da origem do produto e o horário que o cliente irá receber. Neste exemplo, são 40 operações das quais 15 delas possuem janela de horário que só podem ser entregues entre 9:00 até 11:00 da manhã.

Requisição completa

A requisição completa pode ser conferida abaixo:

{
    "optimizationProfile": "BRAZIL46",
    "tripsProfile": "MAPLINKBR",
    "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
                }
            ]
        }
    ]
}

Solução do problema logístico

A resposta da API retornará no formato json com o melhor sequenciamento das operações de entrega para cada veículo.

Em um mapa será possível visualizar o sequenciamento das operações de cada veículo:

Os seguintes indicadores globais são retornados:

IndicadorResultado
Tempo total de serviço:05:15:00
Tempo total de entrega:03:15:00
Tempo total de trabalho diurno:15:12:13
Tempo total de trabalho noturno:00:00:00
Tempo total de descarregamento:00:00:00
Tempo total de trabalho:15:12:13
Tempo total de coleta:00:00:00
Número de janelas de horário:4
Tempo total de condução:09:57:13
Tempo total de carregamento:02:00:00
Tempo total:15:12:13
Distância total:376.39 km
Taxa de ocupação média em Volume:80
Taxa de ocupação média em Peso:0.15
Número de rejeições:0
Tempo total de espera:00:00:00
Tempo total de descanso:00:00:00
Número de rotas:4
Indicadores globais da rota


A resposta também retorna a sequência temporal de atividades de cada veículo. Esse é um exemplo do veículo de nome “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
Descrição das atividades de um dos veículos

Resposta completa

A resposta completa pode ser conferida abaixo:

{
    "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",
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