Example 4 – Loads Separated by Vehicle Type
In this example, we have a request to solve a logistics problem for a company with specialized vehicles for different types of cargo: frozen, chilled, and dry. There are 3 vehicles – one refrigerated (can carry frozen and chilled), one dry, and one hybrid (can carry all types). There are 15 delivery operations (stoppoints), with products assigned to specific packagings, ensuring that each vehicle carries only compatible loads.
Problem Description
The deliveries involve products such as fish (frozen), milk (chilled), and soybeans (dry). The vehicles are configured with compartments that restrict the allowed packagings, simulating real-world scenarios such as perishable food logistics, where temperature and cargo type are critical. There are no restricted time windows, but the planning optimizes distances and capacities.
 15 DELIVERY OPERATIONS |  1 DEPOT |  3 SPECIALIZED VEHICLES (REFRIGERATED, DRY, HYBRID) |  15 PRODUCT TYPES (FROZEN, CHILLED, DRY) |
Description of the Logistics Problem
The stoppoints are geographically distributed, and the optimization assigns compatible loads to each vehicle: the refrigerated vehicle carries milk and possibly fish, the dry vehicle carries soybeans, and the hybrid vehicle handles the remaining loads. This prevents contamination or temperature violations, which are common concerns in Brazilian supply chains.
Parameters Used
"optimizationProfile":“BRAZIL46” – Perfil otimizado para rotas brasileiras."tripsProfile": “MAPLINKBR” – Perfil de mapas para Brasil."startDate": 1624608000000 – Início em 28/06/2021 00:00 GMT."legislationProfiles"– Perfil padrão sem restrições específicas de tempo."logisticConstraints"– Tempo fixo de carregamento/descarregamento de 0s (simplificado)."products"– Definem packagings: PEIXE (CONGELADOS), LEITE (RESFRIADOS), SOJA (SECOS)."sites"– Localizações dos stoppoints com coordenadas."depots"– Depósito central."vehicleTypes"– Tipos com compartimentos: REFRIGERADO (permite CONGELADOS/RESFRIADOS), SECO (apenas SECOS), HIBRIDO (todos)."vehicles"– Três veículos atribuídos a tipos específicos, disponíveis por um dia."operations"– 15 entregas com produtos e quantidades específicas.
Complete Request
The complete request, based on the description, can be seen below (reconstructed from the provided snippets):
{
"optimizationProfile": "BRAZIL46",
"tripsProfile": "MAPLINKBR",
"startDate": 1624608000000,
"legislationProfiles": [
{
"name": "DEFAULT"
}
],
"logisticConstraints": [
{
"name": "TEST",
"siteUnloadingFixedTime": 0,
"unloadingPositionInRoute": "INDIFFERENT"
}
],
"products": [
{
"name": "PEIXE",
"packagings": [
"CONGELADOS"
]
},
{
"name": "LEITE",
"packagings": [
"RESFRIADOS"
]
},
{
"name": "SOJA",
"packagings": [
"SECOS"
]
}
],
"sites": [
{
"name": "STOPPOINT_1",
"coordinates": {
"latitude": -23.524322,
"longitude": -46.706273
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_2",
"coordinates": {
"latitude": -23.623525,
"longitude": -46.703297
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_3",
"coordinates": {
"latitude": -23.588551,
"longitude": -46.646401
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_4",
"coordinates": {
"latitude": -23.504494,
"longitude": -46.857385
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_5",
"coordinates": {
"latitude": -29.823819,
"longitude": -51.14773
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_6",
"coordinates": {
"latitude": -25.556829,
"longitude": -49.348827
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_7",
"coordinates": {
"latitude": -29.827506,
"longitude": -51.172703
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_8",
"coordinates": {
"latitude": -29.827506,
"longitude": -51.172703
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_9",
"coordinates": {
"latitude": -25.242227,
"longitude": -53.981779
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_10",
"coordinates": {
"latitude": -29.638353,
"longitude": -51.004301
},
"logisticConstraints": "TEST"
}
],
"depots": [
{
"name": "DEPOT",
"coordinates": {
"latitude": -23.504494,
"longitude": -46.857385
},
"logisticConstraints": "TEST"
}
],
"vehicleTypes": [
{
"name": "REFRIGERADO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_REFRIGERADO",
"compartments": [
{
"name": "REFRIGERADO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"CONGELADOS",
"RESFRIADOS"
]
}
]
}
]
},
{
"name": "SECO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_SECO",
"compartments": [
{
"name": "SECO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"SECOS"
]
}
]
}
]
},
{
"name": "HIBRIDO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_HIBRIDO",
"compartments": [
{
"name": "HIBRIDO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"CONGELADOS",
"RESFRIADOS",
"SECOS"
]
}
]
}
]
}
],
"vehicles": [
{
"name": "VEHICLE_1",
"vehicleType": "REFRIGERADO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
},
{
"name": "VEHICLE_2",
"vehicleType": "SECO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
},
{
"name": "VEHICLE_3",
"vehicleType": "HIBRIDO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
}
],
"operations": [
{
"id": "STOPPOINT_1",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_1",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_2",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_2",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_3",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_3",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_4",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_4",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_5",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_5",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_6",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_6",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_7",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_7",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_8",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_8",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_9",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_9",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_10",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_10",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_11",
"priority": 0,
"volume": 100,
"weight": 100,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_1",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_12",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_2",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_13",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_3",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_14",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_4",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_15",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_5",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
}
]
}
Logistics Problem Solution
The API response will return a JSON format with the best sequencing of operations for each vehicle, respecting packaging and compartment constraints.
Global Indicators
| Indicator | Result |
|---|---|
| Total daytime working time | 37:40:42 |
| Total nighttime working time | 17:58:00 |
| Total working time | 55:38:42 |
| Number of time windows | 3 |
| Total driving time | 55:38:42 |
| Total time | 55:38:42 |
| Total distance | 4318.63 km |
| Average volume occupancy rate | 43.34% |
| Average weight occupancy rate | 38.34% |
| Number of routes | 3 |
Route Activity Indicators
Route Activity Indicators
| Vehicle | Activity | Origin | Destination | Distance | Nominal Duration | Time Window Start | Time Window End |
|---|---|---|---|---|---|---|---|
| VEHICLE_3 | ROUTE_START | DEPOT | – | – | – | 06/28/2021 00:00 | 06/28/2021 00:00 |
| VEHICLE_3 | LOADING | DEPOT | – | – | – | 06/28/2021 00:00 | 06/28/2021 00:00 |
| VEHICLE_3 | DRIVING | STOPPOINT_4 | STOPPOINT_1 | 17.91 km | 00:19:54 | 06/28/2021 00:00 | 06/28/2021 00:19:54 |
| VEHICLE_3 | DRIVING | STOPPOINT_1 | STOPPOINT_3 | 12.73 km | 00:21:28 | 06/28/2021 00:19:54 | 06/28/2021 00:41:22 |
| VEHICLE_3 | DRIVING | STOPPOINT_3 | STOPPOINT_2 | 10.24 km | 00:16:55 | 06/28/2021 00:41:22 | 06/28/2021 00:58:17 |
| VEHICLE_3 | DRIVING | STOPPOINT_2 | STOPPOINT_10 | 1119.03 km | 14:14:42 | 06/28/2021 00:58:17 | 06/28/2021 15:12:59 |
| VEHICLE_3 | DRIVING | STOPPOINT_10 | STOPPOINT_7 | 40.14 km | 00:39:49 | 06/28/2021 15:12:59 | 06/28/2021 15:52:48 |
| VEHICLE_3 | DRIVING | STOPPOINT_8 | STOPPOINT_5 | 4.11 km | 00:06:13 | 06/28/2021 15:52:48 | 06/28/2021 15:59:01 |
| VEHICLE_3 | DRIVING | STOPPOINT_5 | DEPOT | 1120.29 km | 13:36:00 | 06/28/2021 15:59:01 | 06/29/2021 05:35:01 |
| VEHICLE_3 | ROUTE_END | DEPOT | – | – | – | 06/29/2021 05:35:01 | 06/29/2021 05:35:01 |
Complete Response
The complete response can be found below:
{
"optimizationProfile": "BRAZIL46",
"tripsProfile": "MAPLINKBR",
"startDate": 1624608000000,
"legislationProfiles": [
{
"name": "DEFAULT"
}
],
"logisticConstraints": [
{
"name": "TEST",
"siteUnloadingFixedTime": 0,
"unloadingPositionInRoute": "INDIFFERENT"
}
],
"products": [
{
"name": "PEIXE",
"packagings": [
"CONGELADOS"
]
},
{
"name": "LEITE",
"packagings": [
"RESFRIADOS"
]
},
{
"name": "SOJA",
"packagings": [
"SECOS"
]
}
],
"sites": [
{
"name": "STOPPOINT_1",
"coordinates": {
"latitude": -23.524322,
"longitude": -46.706273
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_2",
"coordinates": {
"latitude": -23.623525,
"longitude": -46.703297
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_3",
"coordinates": {
"latitude": -23.588551,
"longitude": -46.646401
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_4",
"coordinates": {
"latitude": -23.504494,
"longitude": -46.857385
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_5",
"coordinates": {
"latitude": -29.823819,
"longitude": -51.14773
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_6",
"coordinates": {
"latitude": -25.556829,
"longitude": -49.348827
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_7",
"coordinates": {
"latitude": -29.827506,
"longitude": -51.172703
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_8",
"coordinates": {
"latitude": -29.827506,
"longitude": -51.172703
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_9",
"coordinates": {
"latitude": -25.242227,
"longitude": -53.981779
},
"logisticConstraints": "TEST"
},
{
"name": "STOPPOINT_10",
"coordinates": {
"latitude": -29.638353,
"longitude": -51.004301
},
"logisticConstraints": "TEST"
}
],
"depots": [
{
"name": "DEPOT",
"coordinates": {
"latitude": -23.504494,
"longitude": -46.857385
},
"logisticConstraints": "TEST"
}
],
"vehicleTypes": [
{
"name": "REFRIGERADO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_REFRIGERADO",
"compartments": [
{
"name": "REFRIGERADO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"CONGELADOS",
"RESFRIADOS"
]
}
]
}
]
},
{
"name": "SECO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_SECO",
"compartments": [
{
"name": "SECO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"SECOS"
]
}
]
}
]
},
{
"name": "HIBRIDO",
"maxVolume": 100,
"maxWeight": 100,
"size": 10,
"compartmentsAccessMode": "REAR_ACCESS",
"compartmentConfigurations": [
{
"name": "COMPARTIMENTO_HIBRIDO",
"compartments": [
{
"name": "HIBRIDO",
"type": "FIXED",
"maximumCapacity": 1000,
"loadingRule": "NONE",
"allowedPackagings": [
"CONGELADOS",
"RESFRIADOS",
"SECOS"
]
}
]
}
]
}
],
"vehicles": [
{
"name": "VEHICLE_1",
"vehicleType": "REFRIGERADO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
},
{
"name": "VEHICLE_2",
"vehicleType": "SECO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
},
{
"name": "VEHICLE_3",
"vehicleType": "HIBRIDO",
"legislationProfile": "DEFAULT",
"availablePeriods": [
{
"departureSite": "DEPOT",
"arrivalSite": "DEPOT",
"timeWindow": {
"start": 1624608000000,
"end": 1624730400000
},
"maxRoutesNumber": 1
}
]
}
],
"operations": [
{
"id": "STOPPOINT_1",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_1",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_2",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_2",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_3",
"priority": 0,
"volume": 10,
"weight": 5,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_3",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_4",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_4",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_5",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "PEIXE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_5",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_6",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_6",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_7",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_7",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_8",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_8",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_9",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_9",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_10",
"priority": 0,
"volume": 0,
"weight": 0,
"product": "LEITE",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_10",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_11",
"priority": 0,
"volume": 100,
"weight": 100,
"product": "SOJA",
"type": "DELIVERY",
"depotSite": "DEPOT",
"customerSite": "STOPPOINT_1",
"customerTimeWindows": [
{
"start": 1624608000000,
"end": 1624730400000
}
]
},
{
"id": "STOPPOINT_12",
"priority": 0,
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