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My bachelors thesis project. A parallelized evolutionary algorithm for generating timetables.

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Parallel Timetables

This is my bachelors thesis project. I researched and implemented an evolutionary algorithm for generating university timetables. Parallelization was achieved with MPI.

A script to set up a fresh Ubuntu 15.04 (desktop or server) machine for compiling and running the program is included. Also included is an HTML timetable viewer for analyzing results.

Features

  • XML Schema Definitions for input data.
  • A robust and easily extensible system for implementing new constraints.
  • An efficient parallelization with minimized memory usage.
  • A machine set-up script.
  • A launch script tat handles copying, builds and launches on multiple machines at once.
  • Editing algorithm parameters without recompiling the program.
  • An input generator for generating inputs with specific properties.
  • Result viewer (HTML application).

Dependencies

  • Boost (with mandatory compiled libraries)
    • Boost.Serialization
    • Boost.MPI

Included libraries

License

The source code is licensed under the MIT license. The thesis is licenced under CC BY-SA 4.0. See included license files for details.

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My bachelors thesis project. A parallelized evolutionary algorithm for generating timetables.

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