Ejemplo 2 – Operaciones con varios vehículos
Descripción del problema
En este ejemplo, tenemos una solicitud para resolver un problema de logística para una empresa con una flota de 4 vehículos, de los cuales 2 son camiones tipo VUC y los otros 2 son camiones tipo VUC ¾, y hay 40 órdenes de servicio de entrega en la Región Metropolitana de São Paulo.
De las 40 entregas, 15 tienen una restricción temporal, es decir, el cliente sólo puede aceptar la entrega durante un periodo determinado.
 25 LUGARES SIN HORARIO RESTRINGIDO |  15 LUGARES CON HORARIO RESTRINGIDO |  1 DEPÓSITO |  2 CAMIONES VUC 3⁄4 |  2 CAMIONES VUC |  40 PEDIDOS DE 2 KG Y 2 M³ |
Los 40 puntos de entrega están repartidos por toda la Región Metropolitana de São Paulo, como muestra la imagen inferior:
Solicitud completa
La solicitud completa puede verse a continuación:
{
"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
}
]
}
]
}
Solución al problema logístico
La respuesta de la API se devolverá en formato json con la mejor secuencia de operaciones de entrega para cada vehículo.
Un mapa muestra la secuencia de operaciones de cada vehículo:
Respuesta completa
A continuación encontrará la respuesta completa:
{
"id": "6a036244f6f15142ce54b9ea",
"clientId": "maplink",
"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,
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