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Theoretical Foundations of Computation

#computer science #computation theory #algorithmic complexity #formal languages

Explore fundamental concepts and limits of computational systems

Analyze the relationship between different models of computation including Turing machines, lambda calculus, and recursive functions. Demonstrate their equivalence through constructive proofs. Discuss the Church-Turing thesis and its implications for computational theory. Examine the limits of computation through undecidable problems, using the Halting Problem as a primary example. Discuss complexity classes and the P vs NP problem, providing formal definitions of each major complexity class and explaining their relationships.