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

Eliminating Epsilon transition (ε-Transitions) | Conversion of Epsilon-NFA to DFA | Conversion of Epsilon-NFA to NFA | Theory Of Computation (TOC)


Theory Of Computation (TOC) | Eliminating Epsilon Transition(ε-Transitions):

Given any Epsilon NFA (ε-NFA) , we can find a DFA D that accepts the same language as E. The construction is close to the subset construction, as the states of D are subsets of the states of E. The only difference is that dealing with ε-transitions, which can be done by using ε-closure.


Epsilon NFA (ε-NFA) - DFA:

Let E = (QE,∑, 𝛿E,qo, FE) is ε-NFA. The DFA equivalent to given ε-NFA is constructed as:

D = (QD,, 𝛿D,qD, FD)

Where,

QD= set of subsets of QE i.e QD ⊆ 2ᣔQE
qD=ε-closure(qo)
FD = set of states that contains at least one accepting state of E.
i.e. FD= {S|S is in qD and S∩FE∉φ}.
𝛿D (S, a) is computed, for all a in and sets S in QD by:




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

  • Then,




For Example:

Conversion of Epsilon-NFA to DFA

Given an ε-NFA as:







Transition Diagram:



ε-NFA —NFA:

Let E = (QE,∑, 𝛿E,qo, FE) is ε-NFA. The NFA equivalent to given ε-NFA is constructed as:
N = (QN,, 𝛿N,qN, FN)


  • Start state of NFA =Start state of ε-NFA i.e. qN= qo
  • QN= set of subsets of QE i.e QN ⊆ QE
  • For any state q  ∈ QN and a ∈ Σ:
𝛿N(q, a) = ε-closure (𝛿E(ε- closure(q), a))
  • FN= { q ∈ QN: ε- closure(q) ∩FE≠φ}


For Example:

Given an ε-NFA as:




Transition Table:

Transition Diagram:

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