What I’m wondering with a markov process is whether it could be embellished to include other potentially relevant variables. From 5 minutes reading wikipedia, it seems like I’d have a combinatorial explosion of states, and the more states, the more data needed to train the model.
So I’d have like 48 states, for each half-hour of the day, times 3-4 for 8-11 hours long sleep? Would it work to have ordered pairs where the first item is measured in time since my last awakening?
If you want a model, how about this for a simple but not very good first attempt:
markov process, with each state an ordered pair, where the first element is the time you went to sleep, and the second the duration of your sleep.
What I’m wondering with a markov process is whether it could be embellished to include other potentially relevant variables. From 5 minutes reading wikipedia, it seems like I’d have a combinatorial explosion of states, and the more states, the more data needed to train the model.
So I’d have like 48 states, for each half-hour of the day, times 3-4 for 8-11 hours long sleep? Would it work to have ordered pairs where the first item is measured in time since my last awakening?