VROOM-Project / Vroom
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Vehicle Routing Open-source Optimization Machine
Good solutions, fast.
About
VROOM is an open-source optimization engine written in C++17 that aim at providing good solutions to various real-life vehicle routing problems (VRP) within a small computing time.
The project has been initiated by Verso to power its route optimization API.
Supported problem types
VROOM can solve several well-known types of vehicle routing problems (VRP).
- TSP (travelling salesman problem)
- CVRP (capacitated VRP)
- VRPTW (VRP with time windows)
- MDHVRPTW (multi-depot heterogeneous vehicle VRPTW)
- PDPTW (pickup-and-delivery problem with TW)
VROOM can also solve any mix of the above problem types.
Features
VROOM models a VRP with a description of resources (vehicles),
single-location pickup and/or delivery tasks (jobs) and
pickup-and-delivery tasks that should happen within the same route
(shipments).
Job and shipment
- Delivery/pickup amounts on arbitrary number of metrics
- Service time windows
- Service duration
- Skills
- Priority
Vehicle
- Capacity on arbitrary number of metrics
- Skills
- Working hours
- Driver breaks
- Start and end defined on a per-vehicle basis
- Start and end can be different
- Open trip optimization (only start or only end defined)
Supported routing engines
VROOM works out-of-the-box on top of several open-source routing engines.
VROOM can also use a custom cost matrix computed from any other source.
Getting started
Demo
- The demo frontend provides a simple user interface for quick tests.
- The demo server makes it easy to send sample optimization requests for testing purposes.
Setup your own VROOM stack
Solving engine
Several options are available to get vroom running on command-line.
- Use
vroom-docker. - Build from source following the wiki instructions.
Http wrapper
vroom-express is a
simple wrapper to use vroom with http requests. It's already bundled
in the vroom-docker setup.
Use from C++
The project can be used as a library as shown in this example.
Usage
Refer to this wiki page
Tests
CI builds
Travis builds are used to check the build across various compilers and settings.
Functional tests
Several sets of instances are used.
- Benchmark instances from papers (see wiki page with results).
- Custom random instances generated to target typical use-cases and constraints settings.
- Real-life instances.
Academic and custom benchmarks are heavily used during development for each new core feature. Every new release is checked against all benchmarks classes to spot potential regressions with regard to both solution quality and computing times.