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Scheduling team marathon relays with Answer Set Programming

Python 100.00%
answer-set-programming clingo running operations-research optimization scheduling

relay-scheduler's Introduction

relay-scheduler

An Answer Set Programming domain for scheduling relay events. Originally created for our Light Rail Relay 2021 event.

  • Schedules from scratch
  • ...or give a sketch and have the solver fill in the rest
  • Customize race format (e.g. number of runners per leg, minimum distance)
  • Configurable optimization for total duration or matching runner preferences for distance, pace, or end exchange. Use multiple objectives lexicographically
  • Consumes legs specified as GPX files

Usage

Get a working installation of Clingo >=5.5. Potassco's Anaconda channel makes this easy, or you can make a virtual env and install from requirements.txt

For Apple Silicon Macs, use Homebrew and ensure you install cffi in the correct version of Python, e.g. python3.12 -m pip install cffi.

Specify your problem matching the format used in lrr202X/lrr.lp.

Now:

./solve.py lrr2023

Solutions will stream into a timestamped folder in solutions/. By default, all optimal solutions are saved.

Use --help to see additional options.

Note that the solver will process float terms by converting them to a fixed precision (two decimal places, by default).

To view a solution, use

    ./print_schedule.py solutions/<run>/solution.json

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