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Algorithms, or the Unofficial Guide to the Georgia Institute of Technology's CS6515: Graduate Algorithms by George Kudrayvtsev is a nonfiction available to read on EtoBox.
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Contents I Notes Dynamic Programming Fibbing Our Way Along... Recursive Relations Longest Increasing Subsequence Breaking Down Subproblems Algorithm & Runtime Analysis Longest Common Subsequence Step 1: Identify Subproblems Step 2: Find the Recurrence Algorithm & Runtime Analysis Knapsack Greedy Algorithm Optimal Algorithm Knapsack With Repetition Simple Extension Optimal Solution Matrix Multiplication Subproblem Formulation Recurrence Relation Divide & Conquer An Exercise in D&C: Multiplication Another Exercise in D&C: Median-Finding Solving Recurrence Relations Example 1: Integer Multiplication Example 2: Better Integer Multiplication General Form Fast Fourier Transform Graphs Common Algorithms Depth-First Search Breadth-First Search Shortest Paths From One Vertex: Bellman-Ford From All Vertices: Floyd-Warshall Connected Components Undirected Graphs Directed Graphs Acyclic Digraphs Strongly-Connected Components Finding SCCs Satisfiability Solving 2-SAT Problems Minimum Spanning Trees Greedy Approach: Kruskal's Algorithm Graph Cuts Prim's Algorithm Flow Ford-Fulkerson Algorithm Edmonds-Karp Algorithm Variant: Flow with Demands Minimum Cut Max-Flow = Min-Cut Theorem Application: Im
Who reads Algorithms, or the Unofficial Guide to the Georgia Institute of Technology's CS6515: Graduate Algorithms?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- George Kudrayvtsev
- Published
- 2020
- Language
- EN
- Category
- nonfiction
- Subjects
- Computer Science, Programming, Algorithms And Data Structures
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