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Lecture
Search Algorithms: Linear vs Logarithmic
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Search Algorithms: Two Examples
Covers basic algorithm ingredients, search algorithms, control structures, and algorithm correctness.
Algorithm Analysis: Growth, Search, and Logarithm
Explores algorithm growth, search complexities, and logarithmic properties in depth, with practical exercises included.
Sorting Algorithms: Selection and Insertion
Introduces selection and insertion sorting algorithms, explaining their correctness and time complexity.
Quick Sort: Divide-and-Conquer
Explores the Quick Sort algorithm, focusing on its divide-and-conquer approach and time complexity analysis.
Merge Sort: Divide and Conquer
Explores the Merge Sort algorithm, applying the Divide and Conquer approach to sorting arrays efficiently.
Complexity of Algorithms
Explores linear search, insertion sort, coin change, maximum matching, and the halting problem in algorithms.
Theory of Computation: Complexity of Problems
Explores the theory of computation, undecidable problems, complexity measurement, and the P complexity class.
Recursive Sorting: Merge Sort
Explains recursive sorting using Merge Sort and its linearithmic complexity.
Computation & Algorithms II: Sorting and Recursive Algorithms
Explores sorting and recursive algorithms, including complexity analysis, maximal value, and binary search.