Lectures related to Theory of Computation: Complexity of Problems

Covers worst-case complexity, algorithms, and proofs including mathematical induction and recursion.

Delves into the theory of computation, covering decidability, complexity, P vs. NP, and reductions.

Provides an overview of essential search and sort algorithms in computer science.

Delves into complexity theory, focusing on the P vs NP problem and the classification of computational problems based on efficiency.

Explores algorithmic challenges, time complexity, optimization, recursion, and probability calculations.

Explores the theory of computability, decision problems, complexity classes, and the 'P vs. NP' conundrum.

Explores algorithm complexity, analyzing efficiency and worst-case scenarios of sorting algorithms.

Explores linear search, insertion sort, coin change, maximum matching, and the halting problem in algorithms.

Explains the merge sort algorithm, its correctness, and time complexity compared to other sorting algorithms.

Explores sorting and recursive algorithms, including complexity analysis, maximal value, and binary search.

Explores the Merge Sort algorithm, applying the Divide and Conquer approach to sorting arrays efficiently.

Explores critical phenomena in complex systems, including stochastic objects, percolation, and combinatorial optimization.

Explores complexity classes P and NP, highlighting solvable and verifiable problems, including NP-complete challenges.

Explores examples of algorithm complexity, sorting, and polynomial computations.

Covers the time complexity of algorithms and includes a quiz.

Explores the Quick Sort algorithm, focusing on its divide-and-conquer approach and time complexity analysis.

Covers classical and quantum computational complexity concepts and implications.

Introduces the CS-250 Algorithms course, covering its structure, objectives, and key topics in algorithmic problem-solving.

Explores worst-case complexity, mathematical induction, and algorithms like binary search and insertion sort.