Single-Valued and Interval-Valued Neutrosophic Hidden Markov Model

Table 1

Comparison study on hidden Markov model.

Various types of HMM	Advantages	Disadvantages
Hidden Markov model [43]	Exact findings	Cannot find in uncertainty information
Fuzzy hidden Markov model [41]	Finding including uncertainty information	Cannot find in uncertainty information with nonmembership function
Interval-valued fuzzy hidden Markov model [39]	Can find the decision using interval data	Cannot find in uncertainty information with nonmembership function
Intuitionistic hidden Markov model [41]	Cannot find in uncertainty information with membership and nonmembership function	Cannot find the information during addition of membership and nonmembership degree more significant than one
Interval-valued intuitionistic hidden Markov model [41]	Can find the decision using interval data with membership and non-membership function	Cannot find the information during addition of membership and nonmembership degree greater than one
Neutrosophic hidden Markov model	Can find the solution in indeterminacy	Cannot find the solution in interval-values
Interval-valued neutrosophic hidden Markov model	Can find the optimized solution using interval data	Unable to get the solution in incomplete value.