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A solution for a simple version of the exam timetabling CSP problem.

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This repo contains an attempt to solve a fairly simple version of exam timetabling, a basic CSP problem.

The constraints to be satisfied are:

  • exam period cannot be longer than num_days long (consecutive days)
  • each lesson's exam duration is 3 hours
  • there are num_slots time slots for each day
  • we have only one available exam room, so we can't have two lesson examinations at the same time
  • if a lesson has a theory part and a lab part, the lab part should be examined immidiately after the theory part
  • difficult lesson examinations should be at least one day apart
  • lessons being taught from the same professor, can't be examined in the same day
  • if two lessons are being taught in the same semester, their examination can't be on the same day

Code from https://github.com/aimacode/aima-python/blob/master/csp.py is used. Also an dom/wdeg implementation (variable ordering heuristic) has been added, based on this paper: http://www.frontiersinai.com/ecai/ecai2004/ecai04/pdf/p0146.pdf

In order to run the program, the input must be in CSV format, where:

  • 1st column: semester
  • 2nd column: lesson name
  • 3rd column: professor
  • 4th column: difficulty(TRUE/FALSE)
  • 5th column: lab part(TRUE/FALSE)

Simply type (with the appropriate arguments): python3 exam_sched.py <days> <slots> <inputfile path> <fc/mac/min-conflicts> <mrv/domwdeg>

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