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Data Structures & Algorithms

by: Lowell Harris

Data Structures & Algorithms COSC 6320

Marketplace > University of Houston > Chemistry > COSC 6320 > Data Structures Algorithms
Lowell Harris
GPA 3.94


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Class Notes
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This 3 page Class Notes was uploaded by Lowell Harris on Saturday September 19, 2015. The Class Notes belongs to COSC 6320 at University of Houston taught by Staff in Fall. Since its upload, it has received 49 views. For similar materials see /class/208187/cosc-6320-university-of-houston in Chemistry at University of Houston.


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Date Created: 09/19/15
6320Outline COSC 6320 Course Outline 1 Introduction N 6 7 0 Introduction and Motivation Lower Bound Example Asymptotic Notations Mathematical Induction 0 Mathematical Models Algorithm Analysis Techniques 0 Formulation the Equations 0 Solving the equations 0 Homogeneous Linear Recurrence with Constant Coefficients o Nonhomogeneous Equations 0 Transformations Basic Abstract Data Types 0 Linear Lists 0 Stacks o Queues o Mappings o Stack and Recursive Procedures Trees Structures 0 Basic Terminology o ADT Tree 0 Implementations o Binary Trees Basic Operations on Sets 0 Introduction An ADT with Union Intersection and Difference Bit Vector Implementations Linked List Implementation Dictionary Simple Dictionary Implementations Hash Table Data Structures Efficiency of Hashing Priority Queues 0 Complex Set Structures Dynamic Hashing 0 Introduction 0 Dynamic Hashing o Extensible Hashing 0 Linear Hashing Advanced Set Representation Methods 0 Binary Search Trees 6320Outline Time Analysis Optimum Binary Search Trees An Approximation Algorithm Tries Balanced Trees 0 Sets with Merge and Find 8 ADT with Merge amp Split 0 BTrees o BTree Variants o BTrees in a Multiuser Environment 0 Fringe Analysis 9 Directed Graphs 0 Basic De nitions Representations for Directed Graphs The SingleSource Shortest Path Problem AllPairs Shortest Paths Problem DepthFirst Spanning Forest Direct Acyclic Graphs 0 Strong Components 10 Undirected Graphs 0 De nitions 0 MinimumCut Spanning Trees 0 Traversal o Articulation Points amp Biconnected Components Graph Matching ll Sorting 0 Internal Sorting Model Simple Sorting Algorithms Quicksort Heapsort Bin Sort A Lower bound for sorting by Comparisons 0 Order Statistics 12 Data Structures amp Algorithms for External Storage 0 A Model 0 External Sorting l3 Algorithm Design Techniques 0 DiVide and Conquer Dynamic Programming Greedy Method Backtracking Algorithm Local Search Approximation 14 Lower Bound Theory 0 De nition 6320Out1ine 0 Decision Tree Method 0 Oracle Method 0 State Space Method 15 P and NP 0 De nitions 16 Other Selected Topics


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