What is the best modelling of sequence so we can get any binary elements in our sequences?
For example:
to get sequence 1,0,1,0,1,0,1,0 we may assume our domain is Z23 i.e., {0,1}3, function is f(x1,x2)=1+x1 and range is Z2.
We can consider domain as products of finite fields. We are free to assume any degree polynomial and number of variables.
Sequence Modeling is the task of predicting what word/letter comes next. Unlike the FNN and CNN, in sequence modeling, the current output is dependent on the previous input and the length of the input is not fixed.
for more information see
https://towardsdatascience.com/introduction-to-sequence-modeling-problems-665817b7e583
Dear Rajen Kumar
There is no general method to generate a formula for a given sequence of data.
Each sequence has a different representation; some are linear with constant coefficients such as Fibonacci type sequences, others are linear with variable coefficients beside the higher-order sequences.
Show the data, and then one can search the best sequence, and we are lucky if a closed formula exists.
Regards
Binary sequences can be produced by cellular automata and it's possible to describe exactly all possible ``rules'', depending on the number of variables the function has.
- Badges
- Science topic
- Similar topics
- Engineering
- Modeling