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Implementation of a multi-agent based algorithm for solving a simplified version of the University Timetabling Problem, using Simulated Annealing, in NetLogo

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apallath/multiagent_timetable_scheduling

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Multiagent system for solving a simplified version of University Timetable Scheduling

This is an implementation of a multiagent system for timetable scheduling, in NetLogo. Different breeds of agents play the role of different stake-holders in the problem, and simulate the negotiation that normally occurs in offline course-scheduling to arrive at an optimal schedule.

In this model, I make the following assumptions:

  • All lectures are of the same time interval
  • All lectures are of the same type
  • There is no bottleneck in terms of rooms (we do not need to account for rooms during scheduling - just the time slots)

I've used the largest degree heuristic and simulated annealing to solve part of the problem. Currently, this handles intra-department scheduling. I still have to implement the function where individual department schedules are patched together to create a global schedule, while minimizing the number of clashes.

Screenshot

alt text

Structure of input files:

courses.txt

num_departments

num_courses

[course_id department_id]

professors_and_courses.txt

num_professors

[department_id list_courses]

students_and_courses.txt

num_students

[department_id list_own_dept_courses list_other_dept_courses]

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Implementation of a multi-agent based algorithm for solving a simplified version of the University Timetabling Problem, using Simulated Annealing, in NetLogo

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