algorithmschedulinggenetic-algorithmgenetic-programming

Best fit scheduling algorithm


There are several events, each with multiple meeting times. I need to find an arrangement of meeting times such that each schedule contains any given event exactly once, using one of each event's multiple meeting times.

I could use brute force, but that's rarely the best solution. I'd prefer any links where I could read up on this, or even just a name I could Google.


Solution

  • I think you should use genetic algorithm because:

    • It is best suited for large problem instances.
    • It yields reduced time complexity on the price of inaccurate answer(Not the ultimate best)
    • You can specify constraints & preferences easily by adjusting fitness punishments for not met ones.
    • You can specify time limit for program execution.
    • The quality of solution depends on how much time you intend to spend solving the program..

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