Top 10 Programming Language to learn in 2023

Are you a programming enthusiast looking to stay ahead of the curve in 2023? With the ever-evolving tech landscape, keeping up with the Best Programming Language to learn can be a daunting task. Fear not, as we have compiled a list of the top 10 Programming Languages that you should consider learning in 2023. Python: This versatile language continues to dominate in 2023, with its ease of use, readability, and a vast library of modules. JavaScript: As web development grows increasingly popular, JavaScript remains a crucial player, with its ability to create dynamic and interactive web pages. Java: This language has stood the test of time and remains a popular choice for enterprise software development. C++: A staple in the gaming and systems development industries, C++ offers exceptional performance and memory management. Swift: Apple's preferred language for iOS app development, Swift continues to grow in popularity with its simplicity and reliability. R: As data science and machin

NFA with Epsilon-Transition (ε-NFA) | Epsilon-Closure (ε-Closure) of a state | Extended Transition Function of ε-NFA | Theory Of Computation (TOC)

NFA with Epsilon(ε) Transition (ε-NFA):

The NFA with epsilon-transition is a finite state machine in which the transition from one state to another state is allowed without any input symbol i.e. empty string ε. Adding the transition for the  empty string doesn’t increase the computing power of the finite automata but adds some flexibility to construct then DFA and NFA. This are very helpful when we study regular expression (RE) and prove the equivalence between class of language accepted by RE and finite automata.


Formally, ε-NFA is defined by five tuples as:
A = (Q, ,𝛿, qo, F),
Where,
Q = set of finite states
= set of finite input symbols
𝛿= a transition fimction that maps: Q✕Z ∪ {ε}→ 2^Q
qo= Initial state, qoЄQ
F = set of final states; F⊆Q

For Example:-


Fig: ε-NFA accepting the language {a, aa, ab, abb, b, bbb, ................... 

Transition Table:-


Epsilon-closure (ε-closure) of a state:

The s-closure of a state of ε-NFA is the set of stats those can be eased from that state with s-transition. The a-closure is defined as recursively as:
Basis: state q is in ε-closure (q).
Induction: If state q is reached with s-transition from state q, p is in ε-closure (q). And if there is
an arc from p to r labeled 2, then r is in ε-closure (q) and so on.
For Example:


ε-closure (P) = {p,q,r,s} 
ε-closure (q) = {q, s}
ε-closure (r) = {r} 
ε-closure (s) = {s}  
ε-closure (t) = {t} 
ε-closure (u) = {u,w,y}
ε-closure (v) = {v, x, y}
ε-closure (w) = {w, y}
ε-closure (x) = {x, y}
ε-closure (y) = {y}

Extended Transition Function of ε-NFA:

The extended transition function of ε-NFA denoted by 𝛿cap, is defined as:
Basis: 𝛿cap(q, e) = ε-closure (q)

Induction:
Let w = xa be a string, where x is substring of w without last symbol a and a ∈ E but a≠ε.

Let 𝛿cap(q, x) = {p1, p2,...., pk} i.e. pi are the states that can be reached from q following path labeled x which can end with many ε & can have many ε.

Also let,

Then,

Example:

Compute for string ba
𝛿cap(p, 2) = e-closure (p) = {p, q, r, u}

Compute for b
𝛿(p, b)∪ 𝛿(q, b) ∪ 𝛿(r, b) ∪ 𝛿(u, b) = {s, v)
ε-colsure (s) ∪ ε-closure (v) = {s, t, v}

Compurerfor next input a
𝛿(s, a) ∪ 𝛿(t, a) ∪ 𝛿(v, a) = {y, w}
ε-closure (y) ∪ ε-closure (w) = { y, w}
The final result set contains the one of the final state so the string is accepted.

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