Which Automata Has The Highest Computational Power?

by | Last updated on January 24, 2024

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The most general and powerful automata is

the Turing machine

.

Which computational model is most powerful?

Computer scientists study

the Turing machine

because it is simple to formulate, can be analyzed and used to prove results, and because it represents what many consider the most powerful possible “reasonable” model of computation (see Church–Turing thesis).

Which automata has least computational power?


The finite state machine

has less computational power than some other models of computation such as the Turing machine. [2] The computational power distinction means there are computational tasks that a Turing machine can do but a FSM cannot. This is because a FSM’s memory is limited by the number of states it has.

What is more powerful than Turing machine?

Algorithms and automata that are more powerful than Turing machines are called

super-recursive

. Computations that cannot be realized or simulated by Turing machines are called hyper-computations.

What is the power of Turing machine?

Power of Turing Machine

Turing machine

can model even recursively enumerable languages

. Thus the advantage of turing machine is that it can model all the computable functions as well as the languages for which the algorithm is possible.

What are the 6 concepts behind computational thinking?

The characteristics that define computational thinking are

decomposition, pattern recognition / data representation, generalization/abstraction, and algorithms

. By decomposing a problem, identifying the variables involved using data representation, and creating algorithms, a generic solution results.

What has the most computing power?


Fugaku

also had the most cores of all computers ranked, the highest theoretical peak performance for computations and the highest power capacity. Japan’s Fugaku takes the top spot.

Which is the powerful finite automata?

As we can observe that FA is less powerful than any other machine. It is important to note that DFA and NFA are of same power because every NFA can be converted into DFA and every DFA can be converted into NFA .

The Turing Machine i.e. TM

is more powerful than any other machine.

Why TM is one of the most powerful machine in automata?

Turing machines (TMs) are the most powerful finite state machines.

They can simulate exactly what a digital computer can do

. Informally, a TM consists of a finite set of states and a controller that can read or write symbols on an infinite length tape. … If no more moves are possible, then the machine halts.

Which is more powerful NFA or DFA?

(i)

NFA is more powerful than DFA

but DFA is more efficient than NFA. (ii) NFA will respond for only valid inputs and no need to respond for invalid inputs.

Can we build a machine powerful than a Turing machine?

Yes,

there are theoretical machines which exceed

the Turing machines in computational power, such as Oracle machines and Infinite time Turing machines.

Is Turing machine more powerful than automata?

Turing machines are

more powerful than both finite automata (FA) and pushdown automata (PDA)

. They are as powerful as any computer we have ever built. Infinite “all” accessible memory (in the form of a tape) – option to read and write to it.

Is Turing machine powerful than PDA?

If you only consider that ‘Turing machines can always be made to behave like a stack’ you can only conclude that they are at least as powerful as pushdown automata. But in general, yes it is true,

Turing machines are more powerful than PDAs

.

Which language is accepted by Turing machine?

Explanation: The language accepted by Turing machines are called

recursively ennumerable (RE)

, and the subset of RE languages that are accepted by a turing machine that always halts are called recursive.

What are the unsolvable problems?

An unsolvable problem is

one for which no algorithm can ever be written to find the solution

. An undecidable problem is one for which no algorithm can ever be written that will always give a correct true/false decision for every input value.

Which language is been accepted by Turing machine?

Turing Machine was invented by Alan Turing in 1936 and it is used to accept

Recursive Enumerable Languages

(generated by Type-0 Grammar).

Charlene Dyck
Author
Charlene Dyck
Charlene is a software developer and technology expert with a degree in computer science. She has worked for major tech companies and has a keen understanding of how computers and electronics work. Sarah is also an advocate for digital privacy and security.