Theory of Computation Explained | Automata, Turing Machines & P vs NP
Автор: Dr. Insightful
Загружено: 2026-01-15
Просмотров: 10
The Theory of Computation is a foundational subject in computer science that explores the limits of algorithms and computation. In this video, we provide a clear and structured introduction to the field, answering the fundamental question:
“What can be computed, and how efficiently?”
🔹 This lecture covers the historical foundations of computation, including Gödel’s Incompleteness Theorems, Turing Machines, Lambda Calculus, and the Chomsky Hierarchy.
🔹 You will learn about the three core branches of Theory of Computation:
• Automata Theory – Finite Automata and pattern recognition
• Computability Theory – Turing Machines, decidability, and the Halting Problem
• Complexity Theory – Time and space complexity, P vs NP, and NP-Completeness
🔹 The video also explains key concepts such as regular languages, abstract machines, decidable vs undecidable problems, and the famous P vs NP problem, one of the most important open problems in computer science.
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