New Size Hierarchies for Two Way Automata
Kamil Khadiev, Rishat Ibrahimov, Abuzer Yakary

TL;DR
This paper introduces a novel nonuniform two-way automaton model with input shuffling, establishing hierarchy and incomparability results for various deterministic, nondeterministic, and probabilistic automata based on state complexity.
Contribution
It presents a new automaton model with input shuffling and provides hierarchy and lower bound results for different automata types.
Findings
Hierarchy results for state complexity in automata models
Incomparability results between different automata classes
Lower bounds based on subfunction counts
Abstract
We introduce a new type of nonuniform two--way automaton that can use a different transition function for each tape square. We also enhance this model by allowing to shuffle the given input at the beginning of the computation. Then we present some hierarchy and incomparability results on the number of states for the types of deterministic, nondeterministic, and bounded-error probabilistic models. For this purpose, we provide some lower bounds for all three models based on the numbers of subfunctions and we define two witness functions.
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Taxonomy
Topicssemigroups and automata theory · Machine Learning and Algorithms · Chemical Synthesis and Analysis
