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Optimization V2 Tutorials
Basic Route Optimization
In this example we will play around with basic constraints offered in NextBillion.ai’s Route Optimization V2. The constraints covered here are time windows of jobs, vehicle shift timings, skills needed to complete the tasks and capacit...
Constraints: Maximum Waiting Time
In this example, we learn about the hard constraint of maximum waiting time. NextBillion.ai’s Route Optimization V2 provides options to control how long the driver must wait after arriving at the task's location. It is worth noting tha...
Custom Cost Matrix
In this example, we cover an interesting feature of assigning user-defined travel costs of traveling from one point to another. NextBillion.ai’s Route Optimization V2 would then use these custom costs to arrange the job fulfillment in ...
Custom Objective: Equal Task Distribution
Custom Objective is a valuable feature that empowers users to pursue unique objectives which are significantly different from the typical approach of minimizing travel costs. This feature allows users to tune the optimization algorithm...
Re-Optimization: New Tasks
NextBillion.ai’s Route Optimization V2 offers a powerful re-optimization feature which allows the users to re-optimize a set of existing or new tasks by readjusting some variables, if needed.
Re-Optimization: Unassigned Tasks
NextBillion.ai’s Route Optimization V2 offers a powerful re-optimization feature which allows the users to fulfill previously unassigned tasks by readjusting some variables. These variables can be the number of vehicles included in the...
Relations
Relations are used to specify the association between different tasks that should be performed in a certain order. NextBillion.ai’s Route Optimization V2 offers three types of relations that the users can enforce:
Vehicle costs
In this example, we learn about the vehicle cost attributes. NextBillion.ai’s Route Optimization V2 currently provides two types of vehicle costs - fixed and per_hour costs. Fixed costs are the cost of using the vehicle irrespective of...
Soft Constraints
The Soft Constraints feature enables users to complete more tasks by treating specific time-related limitations as flexible. NextBillion.ai’s Route Optimization V2 currently allows vehicle shift timings and task time windows to be made...
Vehicle: Max Travel Cost and Max Tasks
In this example we will learn about some useful vehicle constraints. NextBillion.ai’s Route Optimization V2 provides options to control the maximum number of tasks that a vehicle can serve and also the maximum travel cost that it can i...