(SSSS)
Utilize secret data algorithm to assign drivers to shipments and optimize total suitability score.
By using the top secret algorithm, we can create a suitability score matrix between drivers and shipments, which in essence is a profit assignment matrix.
For the calculation, we invert the profit matrix into a cost matrix, then we can apply the Kuhn-Munkres assignment algorithm to maximize suitability score across the shipment.
NodeJs 14.5+ is required to run the application. You can install it from their website
After pulling down the repository for the first time, at the root of the project run
npm install
to install all necessary dependencies.
To execute the program, run the following command at the root of the project:
node shipment-scorer.js <<shipments-file>> <<drivers-file>>
replacing <<shipments-file>> with the path to your shipping destinations file and <<drivers-file>> with the path to your driver names file.
At the root of the project you can run
npm run test
the application uses the mocha test framework.
All tests, as wells as a pair of test input files can be found in the test/ directory.
Make sure you are passing the shipment file as the first argument and the driver file as the second argument.