Add Optimization
This guide provides a comprehensive walkthrough for creating and optimizing a fleet management solution using the Fleet Management Rest API. You’ll learn how to:
- Add an optimization with custom configuration parameters.
- Define orders with specific details such as time windows, packages, and weights.
- Set up vehicles with constraints like capacity, time windows, and distance limits.
- Visualize the optimized solution on a map.
By the end of this guide, you’ll have a fully functional optimization setup that you can adapt to your specific use case.
How to Use the Sample
When you run the example application:
- An optimization is created and saved in the system.
- The optimized solution, including routes and waypoints, is returned and displayed on a map.
Step-by-Step Guide
Step 1: Create Customers and Orders
Note
Each order must be associated with a customer. You can either:
- Create a new customer and assign it to the order.
- Use an existing customer (refer to the Get Customer example).
Adding Customers
- Initialize Customers: Create twenty
Customerobjects and populate their fields (e.g., name, address, contact details). - Send Request: Call the
Add Customersendpoint to save these customers in the system.
- Method:
POST - Endpoint:
/customers - Headers:
Authorization: YOUR_API_KEYContent-Type: application/json
- URL:
https://fleetmanagement.magiclaneapis.com/v1/customers
Note
If the operation is successful, the Customer object will have its id field populated. If the operation fails, an error code is returned.
Example:
- Request Body:
[
{
"alias": "Customer 1",
"firstName": "Customer1",
"lastName": "Customer1",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer1@example.com",
"phoneNumber": "+12025550180",
"location": [
48.849151,
2.266093
],
"customData": ""
},
{
"alias": "Customer 2",
"firstName": "Customer2",
"lastName": "Customer2",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer2@example.com",
"phoneNumber": "+12025550181",
"location": [
48.914831,
2.168591
],
"customData": ""
},
{
"alias": "Customer 3",
"firstName": "Customer3",
"lastName": "Customer3",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer3@example.com",
"phoneNumber": "+12025550182",
"location": [
48.898456,
2.359571
],
"customData": ""
},
{
"alias": "Customer 4",
"firstName": "Customer4",
"lastName": "Customer4",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer4@example.com",
"phoneNumber": "+12025550183",
"location": [
48.891034,
2.376929
],
"customData": ""
},
{
"alias": "Customer 5",
"firstName": "Customer5",
"lastName": "Customer5",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer5@example.com",
"phoneNumber": "+12025550184",
"location": [
48.928086,
2.217675
],
"customData": ""
},
{
"alias": "Customer 6",
"firstName": "Customer6",
"lastName": "Customer6",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer6@example.com",
"phoneNumber": "+12025550185",
"location": [
48.89258,
2.081645
],
"customData": ""
},
{
"alias": "Customer 7",
"firstName": "Customer7",
"lastName": "Customer7",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer7@example.com",
"phoneNumber": "+12025550186",
"location": [
48.891779,
2.149101
],
"customData": ""
},
{
"alias": "Customer 8",
"firstName": "Customer8",
"lastName": "Customer8",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer8@example.com",
"phoneNumber": "+12025550187",
"location": [
48.86921,
2.283707
],
"customData": ""
},
{
"alias": "Customer 9",
"firstName": "Customer9",
"lastName": "Customer9",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer9@example.com",
"phoneNumber": "+12025550188",
"location": [
48.897715,
2.324124
],
"customData": ""
},
{
"alias": "Customer 10",
"firstName": "Customer10",
"lastName": "Customer10",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer10@example.com",
"phoneNumber": "+12025550189",
"location": [
48.802124,
2.157246
],
"customData": ""
},
{
"alias": "Customer 11",
"firstName": "Customer11",
"lastName": "Customer11",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer11@example.com",
"phoneNumber": "+120255501810",
"location": [
48.772667,
2.150946
],
"customData": ""
},
{
"alias": "Customer 12",
"firstName": "Customer12",
"lastName": "Customer12",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer12@example.com",
"phoneNumber": "+120255501811",
"location": [
48.761058,
2.077915
],
"customData": ""
},
{
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer13@example.com",
"phoneNumber": "+120255501812",
"location": [
48.900701,
1.999858
],
"customData": ""
},
{
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer14@example.com",
"phoneNumber": "+120255501813",
"location": [
48.868801,
2.035137
],
"customData": ""
},
{
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer15@example.com",
"phoneNumber": "+120255501814",
"location": [
48.873694,
2.358232
],
"customData": ""
},
{
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer16@example.com",
"phoneNumber": "+120255501815",
"location": [
48.800876,
2.047703
],
"customData": ""
},
{
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer17@example.com",
"phoneNumber": "+120255501816",
"location": [
48.828673,
1.954428
],
"customData": ""
},
{
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer18@example.com",
"phoneNumber": "+120255501817",
"location": [
48.870529,
1.966413
],
"customData": ""
},
{
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer19@example.com",
"phoneNumber": "+120255501818",
"location": [
48.885094,
2.298155
],
"customData": ""
},
{
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer20@example.com",
"phoneNumber": "+120255501819",
"location": [
48.970061,
2.199346
],
"customData": ""
}
]
- Response Body: (error code
200)
[
{
"id": 1791105,
"alias": "Customer 1",
"firstName": "Customer1",
"lastName": "Customer1",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer1@example.com",
"phoneNumber": "+12025550180",
"location": [
48.849151,
2.266093
],
"customData": ""
},
{
"id": 1791104,
"alias": "Customer 2",
"firstName": "Customer2",
"lastName": "Customer2",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer2@example.com",
"phoneNumber": "+12025550181",
"location": [
48.914831,
2.168591
],
"customData": ""
},
{
"id": 1791103,
"alias": "Customer 3",
"firstName": "Customer3",
"lastName": "Customer3",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer3@example.com",
"phoneNumber": "+12025550182",
"location": [
48.898456,
2.359571
],
"customData": ""
},
{
"id": 1791102,
"alias": "Customer 4",
"firstName": "Customer4",
"lastName": "Customer4",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer4@example.com",
"phoneNumber": "+12025550183",
"location": [
48.891034,
2.376929
],
"customData": ""
},
{
"id": 1791101,
"alias": "Customer 5",
"firstName": "Customer5",
"lastName": "Customer5",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer5@example.com",
"phoneNumber": "+12025550184",
"location": [
48.928086,
2.217675
],
"customData": ""
},
{
"id": 1791100,
"alias": "Customer 6",
"firstName": "Customer6",
"lastName": "Customer6",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer6@example.com",
"phoneNumber": "+12025550185",
"location": [
48.89258,
2.081645
],
"customData": ""
},
{
"id": 1791099,
"alias": "Customer 7",
"firstName": "Customer7",
"lastName": "Customer7",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer7@example.com",
"phoneNumber": "+12025550186",
"location": [
48.891779,
2.149101
],
"customData": ""
},
{
"id": 1791098,
"alias": "Customer 8",
"firstName": "Customer8",
"lastName": "Customer8",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer8@example.com",
"phoneNumber": "+12025550187",
"location": [
48.86921,
2.283707
],
"customData": ""
},
{
"id": 1791097,
"alias": "Customer 9",
"firstName": "Customer9",
"lastName": "Customer9",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer9@example.com",
"phoneNumber": "+12025550188",
"location": [
48.897715,
2.324124
],
"customData": ""
},
{
"id": 1791096,
"alias": "Customer 10",
"firstName": "Customer10",
"lastName": "Customer10",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer10@example.com",
"phoneNumber": "+12025550189",
"location": [
48.802124,
2.157246
],
"customData": ""
},
{
"id": 1791095,
"alias": "Customer 11",
"firstName": "Customer11",
"lastName": "Customer11",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer11@example.com",
"phoneNumber": "+120255501810",
"location": [
48.772667,
2.150946
],
"customData": ""
},
{
"id": 1791094,
"alias": "Customer 12",
"firstName": "Customer12",
"lastName": "Customer12",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer12@example.com",
"phoneNumber": "+120255501811",
"location": [
48.761058,
2.077915
],
"customData": ""
},
{
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer13@example.com",
"phoneNumber": "+120255501812",
"location": [
48.900701,
1.999858
],
"customData": ""
},
{
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer14@example.com",
"phoneNumber": "+120255501813",
"location": [
48.868801,
2.035137
],
"customData": ""
},
{
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer15@example.com",
"phoneNumber": "+120255501814",
"location": [
48.873694,
2.358232
],
"customData": ""
},
{
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer16@example.com",
"phoneNumber": "+120255501815",
"location": [
48.800876,
2.047703
],
"customData": ""
},
{
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer17@example.com",
"phoneNumber": "+120255501816",
"location": [
48.828673,
1.954428
],
"customData": ""
},
{
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer18@example.com",
"phoneNumber": "+120255501817",
"location": [
48.870529,
1.966413
],
"customData": ""
},
{
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer19@example.com",
"phoneNumber": "+120255501818",
"location": [
48.885094,
2.298155
],
"customData": ""
},
{
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer20@example.com",
"phoneNumber": "+120255501819",
"location": [
48.970061,
2.199346
],
"customData": ""
}
]
Adding Orders
- Initialize Orders: Create twenty
Orderobjects and associate each with a customer. Populate fields such as time windows, package details, and weights. - Send Request: Call the
Add Ordersendpoint to save these orders in the system.
- Method:
POST - Endpoint:
/orders - Headers:
Authorization: YOUR_API_KEYContent-Type: application/json
- URL:
https://fleetmanagement.magiclaneapis.com/v1/orders
Note
If the operation is successful, the Order object will have its id field populated. If the operation fails, an error code is returned.
Example:
- Request Body:
[
{
"customerId": 1791105,
"location": [
48.849151,
2.266093
],
"alias": "Customer 1",
"firstName": "Customer1",
"lastName": "Customer1",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550180",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 2,
"cube": 0.1,
"revenue": 31.2,
"timeWindow": [
420,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791104,
"location": [
48.914831,
2.168591
],
"alias": "Customer 2",
"firstName": "Customer2",
"lastName": "Customer2",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550181",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 1.1,
"cube": 0.1,
"revenue": 24.5,
"timeWindow": [
420,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791103,
"location": [
48.898456,
2.359571
],
"alias": "Customer 3",
"firstName": "Customer3",
"lastName": "Customer3",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550182",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 5.1,
"cube": 0.5,
"revenue": 12,
"timeWindow": [
500,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791102,
"location": [
48.891034,
2.376929
],
"alias": "Customer 4",
"firstName": "Customer4",
"lastName": "Customer4",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550183",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 8,
"weight": 15.4,
"cube": 0.8,
"revenue": 2.7,
"timeWindow": [
430,
1036
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791101,
"location": [
48.928086,
2.217675
],
"alias": "Customer 5",
"firstName": "Customer5",
"lastName": "Customer5",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550184",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 9,
"weight": 16.2,
"cube": 0.4,
"revenue": 7.5,
"timeWindow": [
480,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791100,
"location": [
48.89258,
2.081645
],
"alias": "Customer 6",
"firstName": "Customer6",
"lastName": "Customer6",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550185",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 9,
"weight": 13.5,
"cube": 1.7,
"revenue": 10,
"timeWindow": [
350,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"customerId": 1791099,
"location": [
48.891779,
2.149101
],
"alias": "Customer 7",
"firstName": "Customer7",
"lastName": "Customer7",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550186",
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"numberOfPackages": 6,
"weight": 4.8,
"cube": 1.5,
"revenue": 2.3,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer13@example.com",
"phoneNumber": "+120255501812",
"location": [
48.900701,
1.999858
],
"customData": ""
},
"location": [
48.900701,
1.999858
],
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501812",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 2,
"weight": 1.2,
"cube": 0.5,
"revenue": 12.1,
"timeWindow": [
350,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer14@example.com",
"phoneNumber": "+120255501813",
"location": [
48.868801,
2.035137
],
"customData": ""
},
"location": [
48.868801,
2.035137
],
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501813",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 5,
"weight": 2.3,
"cube": 0.2,
"revenue": 5.2,
"timeWindow": [
540,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer15@example.com",
"phoneNumber": "+120255501814",
"location": [
48.873694,
2.358232
],
"customData": ""
},
"location": [
48.873694,
2.358232
],
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501814",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 2.1,
"cube": 0.3,
"revenue": 6.3,
"timeWindow": [
500,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer16@example.com",
"phoneNumber": "+120255501815",
"location": [
48.800876,
2.047703
],
"customData": ""
},
"location": [
48.800876,
2.047703
],
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501815",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 3.3,
"cube": 0.1,
"revenue": 8,
"timeWindow": [
380,
1070
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer17@example.com",
"phoneNumber": "+120255501816",
"location": [
48.828673,
1.954428
],
"customData": ""
},
"location": [
48.828673,
1.954428
],
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501816",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 4,
"weight": 1.4,
"cube": 0.4,
"revenue": 4.8,
"timeWindow": [
400,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer18@example.com",
"phoneNumber": "+120255501817",
"location": [
48.870529,
1.966413
],
"customData": ""
},
"location": [
48.870529,
1.966413
],
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501817",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 8,
"weight": 1.8,
"cube": 1.7,
"revenue": 15.4,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer19@example.com",
"phoneNumber": "+120255501818",
"location": [
48.885094,
2.298155
],
"customData": ""
},
"location": [
48.885094,
2.298155
],
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501818",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 5,
"weight": 1.3,
"cube": 1.2,
"revenue": 16.2,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer20@example.com",
"phoneNumber": "+120255501819",
"location": [
48.970061,
2.199346
],
"customData": ""
},
"location": [
48.970061,
2.199346
],
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501819",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 3.5,
"cube": 0.6,
"revenue": 29.1,
"timeWindow": [
435,
1020
],
"serviceTime": 0,
"depotId": 0
}
]
Step 2: Configure Optimization Parameters
Note
Configuration Parameters define the behavior of the optimization process. These settings include optimization goals, search time limits, and flexibility in handling orders. Proper configuration ensures the optimization aligns with your business needs.
- Create Configuration: Define a
ConfigurationParametersobject and set the desired parameters.
{
"name": "Paris - test optimization",
"ignoreTimeWindow": false,
"allowDroppingOrders": false,
"groupingOrders": false,
"balancedRoutes": 0,
"optimizationCriterion": 0,
"arrangeCriterion": 0,
"optimizationQuality": 2,
"maxTimeToOptimize": 300,
"maxWaitTime": 8000,
"routeType": 0,
"restrictions": 0,
"distanceUnit": 0,
"orderSequenceOptions": []
}
Step 3: Create Vehicles and Define Vehicle Constraints
Note
Vehicle constraints ensure that vehicles operate within their capabilities. These include time windows, capacity limits, distance constraints, and revenue goals. You can define constraints individually for each vehicle or apply a single set of constraints to all vehicles.
Adding Vehicles
- Initialize Vehicles: Create two
Vehicleobjects and populate their fields (e.g., type, capacity, availability). - Send Request: Call the
Add Vehiclesendpoint to save these vehicles in the database.
- Method:
POST - Endpoint:
/vehicles - Headers:
Authorization: YOUR_API_KEYContent-Type: application/json
- URL:
https://fleetmanagement.magiclaneapis.com/v1/vehicles
Note
If the operation is successful, the Vehicle object will have its id field populated. If the operation fails, an error code is returned.
Example:
- Request Body:
[
{
"type": 0,
"status": 0,
"name": "Car vehicle 1",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.870569,
2.356448
],
"consumption": 6.5,
"plate": "AA-123-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
},
{
"type": 0,
"status": 0,
"name": "Car vehicle 2",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.82674,
2.342116
],
"consumption": 6.5,
"plate": "AA-124-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
}
]
- Response Body: (error code
200)
[
{
"id": 135933,
"type": 0,
"status": 0,
"name": "Car vehicle 1",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.870569,
2.356448
],
"consumption": 6.5,
"plate": "AA-123-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
},
{
"id": 135932,
"type": 0,
"status": 0,
"name": "Car vehicle 2",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.82674,
2.342116
],
"consumption": 6.5,
"plate": "AA-124-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
}
]
Defining Vehicle Constraints
- Create Constraints: Define a
VehicleConstraintsobject that applies to both vehicles. Add this object to a list.
[
{
"fuelPrice": 1.09,
"startDate": 1596758400000,
"maxNumberOfPackages": 53,
"minNumberOfOrders": 0,
"maxNumberOfOrders": 99999999,
"minDistance": 0,
"maxDistance": 99999999,
"maxRevenue": 85
}
]
Step 4: Create Departures and Destinations
Note
- Departures: Define the starting points for vehicle routes. These locations impact optimization by influencing travel distance and time.
- Destinations: Define the final stops for vehicle routes. These locations ensure routes are optimized for efficiency.
Adding Departures and Destinations
- Initialize Departures: Create two
Departureobjects, one for each vehicle.
[
{
"depotId": 0,
"alias": "Depot 1",
"location": [
48.850315,
2.326157
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"depotId": 0,
"alias": "Depot 2",
"location": [
8.826995,
2.13394
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
]
- Initialize Destinations: Since the route custom end, we have to create two
Destinationobjects, one for each vehicle.
[
{
"alias": "Destination 1",
"location": [
48.85453,
2.385119
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"alias": "Destination 2",
"location": [
48.949147,
2.254177
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
]
Step 5: Create the Optimization
Note
An optimization represents a routing problem defined by orders, vehicles, constraints, and configuration parameters. This step combines all the elements to generate an optimized solution.
- Create Optimization: Define an
Optimizationobject and assign theOrderList,ConfigurationParameters,VehicleList,VehicleConstraintsList, andDepartures. - Send Request: Call the
Add Optimizationendpoint to create the optimization.
- Method:
POST - Endpoint:
/optimizations - Headers:
Authorization: YOUR_API_KEYContent-Type: application/json
- URL:
https://fleetmanagement.magiclaneapis.com/v1/optimizations - Query Parameter:
encodeShape(integer, optional)0: The route's shape will not be encoded.1(default): The route's shape will be encoded.
Note
Adding an optimization returns a request object, which allows you to track the status of the optimization process. Once the request status is finished, the solution can be retrieved using Get Optimization's Solution request. The solution consists of one or more routes. A route is the trip that a vehicle travels to visit the orders, so the number of routes returned is maximum the number of vehicles set in the optimization(see Routes).
If the operation is successful, the Optimization object will have its id field populated. If the operation fails, an error code is returned.
Example:
- Request Body:
{
"orders": [
879888,
879887,
879886,
879885,
879884,
879883,
879882,
879881,
879880,
879879,
879878,
879877
],
"departures": [
{
"depotId": 0,
"alias": "Depot 1",
"location": [
48.850315,
2.326157
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"depotId": 0,
"alias": "Depot 2",
"location": [
8.826995,
2.13394
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
],
"destinations": [
{
"alias": "Destination 1",
"location": [
48.85453,
2.385119
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"alias": "Destination 2",
"location": [
48.949147,
2.254177
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
],
"vehicles": [
135933,
135932
],
"vehiclesConstraints": [
{
"fuelPrice": 1.09,
"startDate": 1596758400000,
"maxNumberOfPackages": 53,
"minNumberOfOrders": 0,
"maxNumberOfOrders": 99999999,
"minDistance": 0,
"maxDistance": 99999999,
"maxRevenue": 85
}
],
"configurationParameters": {
"name": "Paris - test optimization",
"ignoreTimeWindow": false,
"allowDroppingOrders": false,
"groupingOrders": false,
"balancedRoutes": 0,
"optimizationCriterion": 0,
"arrangeCriterion": 0,
"optimizationQuality": 2,
"maxTimeToOptimize": 300,
"maxWaitTime": 8000,
"routeType": 0,
"restrictions": 0,
"distanceUnit": 0,
"orderSequenceOptions": []
},
"matrixBuildType": 1
}
- Response Body: (error code
200)
{
"id": 12345,
"orders": [
{
"id": 879888,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791105,
"alias": "Customer 1",
"firstName": "Customer1",
"lastName": "Customer1",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer1@example.com",
"phoneNumber": "+12025550180",
"location": [
48.849151,
2.266093
],
"customData": ""
},
"location": [
48.849151,
2.266093
],
"alias": "Customer 1",
"firstName": "Customer1",
"lastName": "Customer1",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550180",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 2,
"cube": 0.1,
"revenue": 31.2,
"timeWindow": [
420,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879887,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791104,
"alias": "Customer 2",
"firstName": "Customer2",
"lastName": "Customer2",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer2@example.com",
"phoneNumber": "+12025550181",
"location": [
48.914831,
2.168591
],
"customData": ""
},
"location": [
48.914831,
2.168591
],
"alias": "Customer 2",
"firstName": "Customer2",
"lastName": "Customer2",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550181",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 1.1,
"cube": 0.1,
"revenue": 24.5,
"timeWindow": [
420,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879886,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791103,
"alias": "Customer 3",
"firstName": "Customer3",
"lastName": "Customer3",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer3@example.com",
"phoneNumber": "+12025550182",
"location": [
48.898456,
2.359571
],
"customData": ""
},
"location": [
48.898456,
2.359571
],
"alias": "Customer 3",
"firstName": "Customer3",
"lastName": "Customer3",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550182",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 5.1,
"cube": 0.5,
"revenue": 12,
"timeWindow": [
500,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879885,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791102,
"alias": "Customer 4",
"firstName": "Customer4",
"lastName": "Customer4",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer4@example.com",
"phoneNumber": "+12025550183",
"location": [
48.891034,
2.376929
],
"customData": ""
},
"location": [
48.891034,
2.376929
],
"alias": "Customer 4",
"firstName": "Customer4",
"lastName": "Customer4",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550183",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 8,
"weight": 15.4,
"cube": 0.8,
"revenue": 2.7,
"timeWindow": [
430,
1036
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879884,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791101,
"alias": "Customer 5",
"firstName": "Customer5",
"lastName": "Customer5",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer5@example.com",
"phoneNumber": "+12025550184",
"location": [
48.928086,
2.217675
],
"customData": ""
},
"location": [
48.928086,
2.217675
],
"alias": "Customer 5",
"firstName": "Customer5",
"lastName": "Customer5",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550184",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 9,
"weight": 16.2,
"cube": 0.4,
"revenue": 7.5,
"timeWindow": [
480,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879883,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791100,
"alias": "Customer 6",
"firstName": "Customer6",
"lastName": "Customer6",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer6@example.com",
"phoneNumber": "+12025550185",
"location": [
48.89258,
2.081645
],
"customData": ""
},
"location": [
48.89258,
2.081645
],
"alias": "Customer 6",
"firstName": "Customer6",
"lastName": "Customer6",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550185",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 9,
"weight": 13.5,
"cube": 1.7,
"revenue": 10,
"timeWindow": [
350,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879882,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791099,
"alias": "Customer 7",
"firstName": "Customer7",
"lastName": "Customer7",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer7@example.com",
"phoneNumber": "+12025550186",
"location": [
48.891779,
2.149101
],
"customData": ""
},
"location": [
48.891779,
2.149101
],
"alias": "Customer 7",
"firstName": "Customer7",
"lastName": "Customer7",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550186",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 5,
"weight": 7.5,
"cube": 1.2,
"revenue": 13.4,
"timeWindow": [
540,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879881,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791098,
"alias": "Customer 8",
"firstName": "Customer8",
"lastName": "Customer8",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer8@example.com",
"phoneNumber": "+12025550187",
"location": [
48.86921,
2.283707
],
"customData": ""
},
"location": [
48.86921,
2.283707
],
"alias": "Customer 8",
"firstName": "Customer8",
"lastName": "Customer8",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550187",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 11,
"weight": 12.1,
"cube": 0.6,
"revenue": 14.7,
"timeWindow": [
500,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879880,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791097,
"alias": "Customer 9",
"firstName": "Customer9",
"lastName": "Customer9",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer9@example.com",
"phoneNumber": "+12025550188",
"location": [
48.897715,
2.324124
],
"customData": ""
},
"location": [
48.897715,
2.324124
],
"alias": "Customer 9",
"firstName": "Customer9",
"lastName": "Customer9",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550188",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 6,
"weight": 5.2,
"cube": 1.5,
"revenue": 2.9,
"timeWindow": [
380,
1070
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879879,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791096,
"alias": "Customer 10",
"firstName": "Customer10",
"lastName": "Customer10",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer10@example.com",
"phoneNumber": "+12025550189",
"location": [
48.802124,
2.157246
],
"customData": ""
},
"location": [
48.802124,
2.157246
],
"alias": "Customer 10",
"firstName": "Customer10",
"lastName": "Customer10",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+12025550189",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 13,
"weight": 6.3,
"cube": 0.5,
"revenue": 8.1,
"timeWindow": [
400,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879878,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791095,
"alias": "Customer 11",
"firstName": "Customer11",
"lastName": "Customer11",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer11@example.com",
"phoneNumber": "+120255501810",
"location": [
48.772667,
2.150946
],
"customData": ""
},
"location": [
48.772667,
2.150946
],
"alias": "Customer 11",
"firstName": "Customer11",
"lastName": "Customer11",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501810",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 10,
"weight": 8,
"cube": 0.1,
"revenue": 6.2,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"id": 879877,
"creationTimestamp": 1763486363149,
"customerInfo": {
"id": 1791094,
"alias": "Customer 12",
"firstName": "Customer12",
"lastName": "Customer12",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer12@example.com",
"phoneNumber": "+120255501811",
"location": [
48.761058,
2.077915
],
"customData": ""
},
"location": [
48.761058,
2.077915
],
"alias": "Customer 12",
"firstName": "Customer12",
"lastName": "Customer12",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501811",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 6,
"weight": 4.8,
"cube": 1.5,
"revenue": 2.3,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer13@example.com",
"phoneNumber": "+120255501812",
"location": [
48.900701,
1.999858
],
"customData": ""
},
"location": [
48.900701,
1.999858
],
"alias": "Customer 13",
"firstName": "Customer13",
"lastName": "Customer13",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501812",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 2,
"weight": 1.2,
"cube": 0.5,
"revenue": 12.1,
"timeWindow": [
350,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer14@example.com",
"phoneNumber": "+120255501813",
"location": [
48.868801,
2.035137
],
"customData": ""
},
"location": [
48.868801,
2.035137
],
"alias": "Customer 14",
"firstName": "Customer14",
"lastName": "Customer14",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501813",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 5,
"weight": 2.3,
"cube": 0.2,
"revenue": 5.2,
"timeWindow": [
540,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer15@example.com",
"phoneNumber": "+120255501814",
"location": [
48.873694,
2.358232
],
"customData": ""
},
"location": [
48.873694,
2.358232
],
"alias": "Customer 15",
"firstName": "Customer15",
"lastName": "Customer15",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501814",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 2.1,
"cube": 0.3,
"revenue": 6.3,
"timeWindow": [
500,
1086
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer16@example.com",
"phoneNumber": "+120255501815",
"location": [
48.800876,
2.047703
],
"customData": ""
},
"location": [
48.800876,
2.047703
],
"alias": "Customer 16",
"firstName": "Customer16",
"lastName": "Customer16",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501815",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 1,
"weight": 3.3,
"cube": 0.1,
"revenue": 8,
"timeWindow": [
380,
1070
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer17@example.com",
"phoneNumber": "+120255501816",
"location": [
48.828673,
1.954428
],
"customData": ""
},
"location": [
48.828673,
1.954428
],
"alias": "Customer 17",
"firstName": "Customer17",
"lastName": "Customer17",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501816",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 4,
"weight": 1.4,
"cube": 0.4,
"revenue": 4.8,
"timeWindow": [
400,
1053
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer18@example.com",
"phoneNumber": "+120255501817",
"location": [
48.870529,
1.966413
],
"customData": ""
},
"location": [
48.870529,
1.966413
],
"alias": "Customer 18",
"firstName": "Customer18",
"lastName": "Customer18",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501817",
"customData": "",
"type": 1,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 8,
"weight": 1.8,
"cube": 1.7,
"revenue": 15.4,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer19@example.com",
"phoneNumber": "+120255501818",
"location": [
48.885094,
2.298155
],
"customData": ""
},
"location": [
48.885094,
2.298155
],
"alias": "Customer 19",
"firstName": "Customer19",
"lastName": "Customer19",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501818",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 5,
"weight": 1.3,
"cube": 1.2,
"revenue": 16.2,
"timeWindow": [
430,
1020
],
"serviceTime": 0,
"depotId": 0
},
{
"creationTimestamp": 1763486363149,
"customerInfo": {
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"email": "customer20@example.com",
"phoneNumber": "+120255501819",
"location": [
48.970061,
2.199346
],
"customData": ""
},
"location": [
48.970061,
2.199346
],
"alias": "Customer 20",
"firstName": "Customer20",
"lastName": "Customer20",
"address": {
"country": "",
"state": "",
"county": "",
"city": "",
"postalCode": "",
"streetName": "",
"streetNumber": ""
},
"phoneNumber": "+120255501819",
"customData": "",
"type": 0,
"status": 0,
"state": 1,
"priority": 0,
"numberOfPackages": 3,
"weight": 3.5,
"cube": 0.6,
"revenue": 29.1,
"timeWindow": [
435,
1020
],
"serviceTime": 0,
"depotId": 0
}
],
"departures": [
{
"depotId": 0,
"alias": "Depot 1",
"location": [
48.850315,
2.326157
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"depotId": 0,
"alias": "Depot 2",
"location": [
8.826995,
2.13394
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
],
"destinations": [
{
"alias": "Destination 1",
"location": [
48.85453,
2.385119
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75001",
"streetName": "Rue de Rivoli",
"streetNumber": "1"
}
},
{
"alias": "Destination 2",
"location": [
48.949147,
2.254177
],
"address": {
"country": "France",
"state": "Ile-de-France",
"county": "Paris",
"city": "Paris",
"postalCode": "75002",
"streetName": "Rue de Richelieu",
"streetNumber": "2"
}
}
],
"vehicles": [
{
"id": 135933,
"type": 0,
"status": 0,
"name": "Car vehicle 1",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.870569,
2.356448
],
"consumption": 6.5,
"plate": "AA-123-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
},
{
"id": 135932,
"type": 0,
"status": 0,
"name": "Car vehicle 2",
"manufacturer": "Renault",
"model": "Master",
"fuelType": 2,
"lastPosition": [
48.82674,
2.342116
],
"consumption": 6.5,
"plate": "AA-124-AA",
"maxLoadWeight": 60,
"maxLoadCube": 50,
"height": 0,
"width": 0,
"weight": 0,
"length": 0,
"axleLoad": 0,
"fixedCost": 0,
"costPerHour": 0,
"startTime": 420,
"endTime": 1439
}
],
"vehiclesConstraints": [
{
"fuelPrice": 1.09,
"startDate": 1596758400000,
"maxNumberOfPackages": 53,
"minNumberOfOrders": 0,
"maxNumberOfOrders": 99999999,
"minDistance": 0,
"maxDistance": 99999999,
"maxRevenue": 85
}
],
"configurationParameters": {
"name": "Paris - test optimization",
"ignoreTimeWindow": false,
"allowDroppingOrders": false,
"groupingOrders": false,
"balancedRoutes": 0,
"optimizationCriterion": 0,
"arrangeCriterion": 0,
"optimizationQuality": 2,
"maxTimeToOptimize": 300,
"maxWaitTime": 8000,
"routeType": 0,
"restrictions": 0,
"distanceUnit": 0,
"orderSequenceOptions": []
},
"creationTimestamp": 1763486363149,
"matrixBuildType": 1,
"request": {
"id": 1234,
"optimizationId": 12345,
"status": 1,
"message": "Operation done successfully!",
"creationTimestamp": 1763486363149
}
}
Step 6: Display the Solution
Once the optimization is complete, retrieve the solution (routes) to visualize the optimized routes and waypoints.
- Method:
GET - Endpoint:
/optimizations/{id}/solution - Headers:
Authorization: YOUR_API_KEY
- Path Parameter:
id(integer, required) - The unique optimization ID.
- Query Parameter:
encodeShape(integer, optional)0: The route's shape will not be encoded.1(default): The route's shape will be encoded.
Example:
- Response Body: (error code
200)
{
"totalRecords": 1,
"routes": [
{
"configurationParameters": {
"orderSequenceOptions": [
],
"distanceUnit": 0,
"maxTimeToOptimize": 300,
"optimizationQuality": 2,
"routeType": 2,
"arrangeCriterion": 0,
"restrictions": 0,
"maxWaitTime": 8000,
"balancedRoutes": 0,
"groupingOrders": false,
"optimizationCriterion": 0,
"allowDroppingOrders": false,
"ignoreTimeWindow": false,
"name": "Paris - test optimization - Part 0"
},
"vehicleConstraints": {
"startDate": 1596758400000,
"maxNumberOfPackages": 100,
"minNumberOfOrders": 1,
"maxNumberOfOrders": 50,
"minDistance": 0.0,
"maxDistance": 100000000.0,
"maxRevenue": 100000000.0,
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48.970061000000001172,
2.1993459999999998011
],
"address": {
"streetNumber": "",
"postalCode": "",
"streetName": "",
"county": "",
"state": "",
"extra": "",
"city": "",
"country": ""
}
}
},
"matchedLocation": [
48.969900000000002649,
2.1991712500000000219
],
"actualLocation": [
0.0,
0.0
],
"indexInRoute": 12,
"indexInOptimization": 19,
"arrivalTime": 1020,
"timeToNextOrder": 655,
"waitTime": 0,
"numberOfPackagesAtArrival": 53,
"collectedNumberOfPackages": 3,
"deliveredNumberOfPackages": 0,
"weightAtArrival": 47.59999847412109375,
"collectedWeight": 3.5,
"deliveredWeight": 0.0,
"cubeAtArrival": 4.3999996185302734375,
"collectedCube": 0.60000002384185791016,
"deliveredCube": 0.0,
"traveledDistance": 91.9001312255859375,
"distanceToNextOrder": 5.9529738426208496094,
"revenueAtArrival": 117.50000762939453125,
"visitTimestamp": 0
}
],
"totalTime": 30916,
"totalDistance": 97.8531036376953125,
"id": 273024
}
]
}
Analyzing the Solution - Paris Route Optimization Test
Summary Table
| Metric | Part 0 | Part 1 |
|---|---|---|
| Total Distance | 23.72 km | 97.85 km |
| Total Time | 1 hr 38 min 27 sec | 7 hrs 43 min 35 sec |
| Cost | €2.40 | €9.90 |
| Departure Point | Depot 1 | Depot 2 |
| Departure Time | 06:46:51 (07/08/2020) | 06:31:20 (07/08/2020) |
| Destination | Destination 1 | Destination 2 |
| Arrival Time | 08:51:59 | 15:06:36 |
| Total Stops | 7 | 13 |
| Pickups | 3 | 9 |
| Deliveries | 4 | 4 |
Route Insights
-
Route 1 (Part 0) completed a mix of 7 tasks (pickups and deliveries) over a distance of 23.72 km, with a total estimated cost of €2.40. Starting from Depot 1, the vehicle begins with a pickup at Order 1 and promptly delivers to Order 8. It continues with alternating stops—picking up at Order 19 and Order 3, while making deliveries at Order 9, Order 4, and finally Order 15 before concluding its compact and efficient loop at Destination 1.
-
Route 2 (Part 1) handled 13 tasks, covering a much larger distance of 97.85 km, with a cost of €9.90. Departing from Depot 2, the vehicle begins its journey with a series of strategic pickups—from Order 10, Order 11, and Order 12—before making its first delivery at Order 16. It continues with alternating pickups and deliveries through Order 17, Order 13, Order 18, and Order 14, offloading significantly at Order 6. Additional pickups at Order 7, Order 2, Order 5, and Order 20 complete the load before the vehicle concludes its efficient, capacity-aware route at Destination 2.
Operational Highlights
- Total Distance Covered: Both routes together span 121.57 km, efficiently servicing a mix of pickups and deliveries across Paris.
- Time Window Compliance: All orders were serviced within their configured time windows, with zero wait times, indicating optimal scheduling.
- Load Management: Vehicle loads (pieces, weight, and volume) are dynamically managed, ensuring no overloads and smooth transitions between orders.
- Cost Efficiency: The cost per route reflects both distance and operational complexity, with the longer route incurring higher expenses due to increased orders and load handling.
Conclusion
The Paris optimization demonstrates how the Fleet Management Rest API can efficiently plan and execute complex delivery and pickup operations. This guide has walked you through the process of creating a fully customized optimization, defining orders and vehicles, and visualizing the results on a map. By following these steps, you can adapt this example to your specific use case and integrate it into your fleet management workflow.