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资料类别:计算机
中文名:麻省开放课程 算法导论
英文名:MIT Open Course Introduction to Algorithms
资料文件格式:视频
版本:
发行时间:2001
描述:麻省理工开放课程:算法导论
视频 + 讲义 + 作业 +试题
课程主页:http://www.core.org.cn/OcwWeb/Electrical-Engineering-and-Computer-Science/6-046JFall-2005/CourseHome/index.htm
L1
Administrivia
Introduction
Analysis of Algorithms, Insertion Sort, Mergesort
L2
Asymptotic Notation
Recurrences
Substitution, Master Method
L3
Divide-and-Conquer: Strassen, Fibonacci, Polynomial Multiplication
L4
Quicksort, Randomized Algorithms
L5
Linear-time Sorting: Lower Bounds, Counting Sort, Radix Sort
L6
Order Statistics, Median
Bucketsort
L7
Hashing, Hash Functions
L8
Universal Hashing, Perfect Hashing Homework lab tonight
L9
Relation of BSTs to Quicksort
Analysis of Random BST
L10
Red-black Trees, Rotations, Insertions, Deletions
L11
Augmenting Data Structures, Dynamic Order Statistics, Interval Trees
L12
Skip Lists
L13
Amortized Algorithms, Table Doubling, Potential Method
L14
Competitive Analysis: Self-organizing Lists
L15
Dynamic Programming, Longest Common Subsequence
L16
Greedy Algorithms, Minimum Spanning Trees
L17
Shortest Paths I: Properties, Dijkstra's Algorithm, Breadth-first Search
L18
Shortest Paths II: Bellman-Ford, Linear Programming, Difference Constraints
L19
Shortest Paths III: All-pairs Shortest Paths, Matrix Multiplication, Floyd-Warshall, Johnson
L20
Quiz 2 Review
L21
Ethics, Problem Solving (Mandatory Attendance)
L22
Maximal Flow
L23
EdmondsKarp
L24
Suggestion for Future Study
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