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Data Structures - Data Structures - Lecture Slides, Slides of Data Structures and Algorithms

Amrita Vishwa VidyapeethamData Structures and Algorithms

In the subject of the Data Structures, the key concept and the main points, which are very important in the context of the data structures are listed below:Data Structures, Fundamental and Advanced, Different Implementations, Terms of Time, Field of Image Processing, Practical Problems, Programming Language, Environment, Windows or Unix, Linux

Typology: Slides

2012/2013
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Uploaded on 04/23/2013

saratey
saratey 🇮🇳

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Download Data Structures - Data Structures - Lecture Slides and more Slides Data Structures and Algorithms in PDF only on Docsity!

Data Structures

Course Objectives

• Introduce you to fundamental and advanced

data structures.

• Discuss different implementations and analyze

algorithm efficiency in terms of time and

memory.

• Expose you to the field of image processing

where data structures could be used to

efficiently solve many practical problems.

  • Analysis of Algorithms
    • Predict how running

time increases as the

size of the problem

increases.

  • Should be independent

of machine,

programming style.

  • Best/Average/Worst
Stacks array-based
linked-list-based
TOP OF THE STACK
  • Unsorted Lists
    • array-based
  • Sorted Lists
    • array-based
    • Binary search : very efficient

search when using arrays!

  • Unsorted Lists
    • linked-list-based
  • Sorted Lists
    • linked-list-based
  • Binary Search Trees
    • Very efficient for searching!
  • Heaps
    • Very efficient for

implementing priority

queues

5

  • Graphs (i.e., array-based an linked-list-based)
    • Searching (i.e., DFS and BFS)
    • Shortest Paths (i.e., Dijkstra’s and Bellman-Ford algorithms)

Questions?